Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools

•Novel regularization method based on radial basis function discretization for calculating the DRT.•Improved estimation of DRT only when data collection range is truncated.•MATLAB GUI for computing the DRT. The distribution of relaxation times (DRT) is an approach that can extract time characteristi...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Electrochimica acta Jg. 184; S. 483 - 499
Hauptverfasser:	Wan, Ting Hei, Saccoccio, Mattia, Chen, Chi, Ciucci, Francesco
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.12.2015
Schlagworte:	distribution of relaxation times impedance spectroscopy lithium-ion batteries radial basis functions regularization impedance spectroscopy radial basis functions lithium-ion batteries distribution of relaxation times regularization
ISSN:	0013-4686, 1873-3859
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Abstract	•Novel regularization method based on radial basis function discretization for calculating the DRT.•Improved estimation of DRT only when data collection range is truncated.•MATLAB GUI for computing the DRT. The distribution of relaxation times (DRT) is an approach that can extract time characteristics of an electrochemical system from electrochemical impedance spectroscopy (EIS) measurements. Computing the DRT is difficult because it is an intrinsically ill-posed problem often requiring regularization. In order to improve the estimation of the DRT and to better control its error, a suitable discretization basis for the regularized regression needs to be chosen. However, this aspect has been invariably overlooked in the specialized literature. Pseudo-spectral methods using radial basis functions (RBFs) are, in principle, a better choice in comparison to other discretization basis, such as piecewise linear (PWL) functions, because they may achieve fast convergence. Furthermore, they can yield improved estimation by extending the estimated DRT to the entire frequency spectrum, if the underlying DRT decays to zero sufficiently fast outside the measured frequency range. Additionally, their implementation is relatively easier than other types of pseudo-spectral methods since they do not require ad hoc collocation point distributions. The as-developed novel RBF-based DRT framework was tested against controlled synthetic EIS spectra and real experimental data. Our results indicate that the RBF discretization performance is comparable with that of the PWL discretization at normal data collection range, and with improvement when the EIS acquisition is incomplete. In addition, we also show that applying RBF discretization for deconvolving the DRT problem can lead to faster numerical convergence rate as compared with that of PWL discretization only at error free situation. As a companion to this work we have developed a MATLAB GUI toolbox, which can be used to solve DRT regularization problems.
AbstractList	•Novel regularization method based on radial basis function discretization for calculating the DRT.•Improved estimation of DRT only when data collection range is truncated.•MATLAB GUI for computing the DRT. The distribution of relaxation times (DRT) is an approach that can extract time characteristics of an electrochemical system from electrochemical impedance spectroscopy (EIS) measurements. Computing the DRT is difficult because it is an intrinsically ill-posed problem often requiring regularization. In order to improve the estimation of the DRT and to better control its error, a suitable discretization basis for the regularized regression needs to be chosen. However, this aspect has been invariably overlooked in the specialized literature. Pseudo-spectral methods using radial basis functions (RBFs) are, in principle, a better choice in comparison to other discretization basis, such as piecewise linear (PWL) functions, because they may achieve fast convergence. Furthermore, they can yield improved estimation by extending the estimated DRT to the entire frequency spectrum, if the underlying DRT decays to zero sufficiently fast outside the measured frequency range. Additionally, their implementation is relatively easier than other types of pseudo-spectral methods since they do not require ad hoc collocation point distributions. The as-developed novel RBF-based DRT framework was tested against controlled synthetic EIS spectra and real experimental data. Our results indicate that the RBF discretization performance is comparable with that of the PWL discretization at normal data collection range, and with improvement when the EIS acquisition is incomplete. In addition, we also show that applying RBF discretization for deconvolving the DRT problem can lead to faster numerical convergence rate as compared with that of PWL discretization only at error free situation. As a companion to this work we have developed a MATLAB GUI toolbox, which can be used to solve DRT regularization problems.
Author	Wan, Ting Hei Saccoccio, Mattia Chen, Chi Ciucci, Francesco
Author_xml	– sequence: 1 givenname: Ting Hei surname: Wan fullname: Wan, Ting Hei organization: Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China – sequence: 2 givenname: Mattia surname: Saccoccio fullname: Saccoccio, Mattia organization: Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China – sequence: 3 givenname: Chi surname: Chen fullname: Chen, Chi organization: Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China – sequence: 4 givenname: Francesco orcidid: 0000-0003-0614-5537 surname: Ciucci fullname: Ciucci, Francesco email: francesco.ciucci@ust.hk organization: Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China
BookMark	eNqNkd1KAzEQhYMoWH-ewbzA1qTZbHYFL9RaLShCqdchzc7alDSRJPXvKXxk01a88EbhwAzM-QbmzAHadd4BQieU9Cmh1emiDxZ0Uln9AaG8T5ossYN6tBasYDVvdlGPEMqKsqqrfXQQ44IQIipBeuhz7Dq7AqcB-w6nOeChiTpAMh8qGe_wPaS5byPO7fc0BTNbbWaZmIBVb1vn1Cwh4iFo71683TjO8Hj5bGEJLhn3hCeqNcriSxVNxKOV02tPxK8mzfFwMk3e23iE9jplIxx_10P0OLqeXt0Wdw8346uLu0IzPkhFVepScM1bpapKMeh0Lpwp3jVsVg84LUVXA2cNF4Kwetbpmg-UZpQKwURZsUMktnt18DEG6ORzMEsV3iUlch2sXMifYOU6WEmaLJHJ81-kNmkTQQrK2H_wF1se8nkvBoKM2qw_0JqQ_bL15s8dX9aPn8E
CitedBy_id	crossref_primary_10_1016_j_ceramint_2025_03_338 crossref_primary_10_1016_j_ijhydene_2024_05_395 crossref_primary_10_1007_s11581_022_04467_w crossref_primary_10_1016_j_ijhydene_2024_05_154 crossref_primary_10_1016_j_cej_2025_159671 crossref_primary_10_3390_polym15112527 crossref_primary_10_1002_ange_202403331 crossref_primary_10_1002_adma_202419664 crossref_primary_10_1016_j_ijhydene_2019_01_128 crossref_primary_10_1002_admi_202500034 crossref_primary_10_1016_j_apenergy_2025_126229 crossref_primary_10_1016_j_jpowsour_2024_235620 crossref_primary_10_1002_adfm_202410008 crossref_primary_10_1016_j_jpowsour_2021_229599 crossref_primary_10_1002_apj_2769 crossref_primary_10_1016_j_jechem_2021_05_055 crossref_primary_10_1002_aenm_202404044 crossref_primary_10_1002_adfm_202512023 crossref_primary_10_1016_j_ssi_2022_115960 crossref_primary_10_1021_acssuschemeng_5c04687 crossref_primary_10_1016_j_jallcom_2025_183773 crossref_primary_10_1002_anie_202405681 crossref_primary_10_1007_s11708_024_0941_9 crossref_primary_10_1016_j_ijhydene_2023_12_086 crossref_primary_10_1016_j_electacta_2025_147063 crossref_primary_10_1016_j_jechem_2024_11_034 crossref_primary_10_1002_aenm_202502711 crossref_primary_10_1038_s41467_025_59980_z crossref_primary_10_1039_D5EE00983A crossref_primary_10_1016_j_jclepro_2023_138747 crossref_primary_10_1088_2515_7655_aba9e0 crossref_primary_10_1002_adma_202418580 crossref_primary_10_1002_smll_202500086 crossref_primary_10_1021_acsami_4c21119 crossref_primary_10_1016_j_materresbull_2022_111984 crossref_primary_10_1515_cmam_2019_0111 crossref_primary_10_1109_LCSYS_2021_3138036 crossref_primary_10_1002_smll_202207664 crossref_primary_10_1016_j_cej_2023_142416 crossref_primary_10_1002_aenm_202202874 crossref_primary_10_1016_j_electacta_2023_142057 crossref_primary_10_1016_j_electacta_2024_144951 crossref_primary_10_1016_j_est_2024_111007 crossref_primary_10_1016_j_jechem_2024_10_017 crossref_primary_10_1016_j_jpowsour_2024_234515 crossref_primary_10_1016_j_electacta_2021_139559 crossref_primary_10_1016_j_ijhydene_2021_07_179 crossref_primary_10_3390_app12083747 crossref_primary_10_1016_j_jpowsour_2021_229572 crossref_primary_10_1016_j_apenergy_2021_117640 crossref_primary_10_1016_j_ijhydene_2021_06_140 crossref_primary_10_1002_adma_202414195 crossref_primary_10_1016_j_ceramint_2024_11_022 crossref_primary_10_1016_j_electacta_2023_143154 crossref_primary_10_1002_ange_202218595 crossref_primary_10_34133_space_0198 crossref_primary_10_1016_j_cej_2024_158034 crossref_primary_10_3390_mi16010035 crossref_primary_10_1016_j_jpowsour_2025_238174 crossref_primary_10_1039_D4RA07236G crossref_primary_10_1016_j_jpowsour_2024_234743 crossref_primary_10_1002_ente_202000539 crossref_primary_10_1016_j_ifacol_2018_09_674 crossref_primary_10_1002_fuce_70018 crossref_primary_10_1016_j_jeurceramsoc_2021_05_031 crossref_primary_10_1016_j_jpowsour_2022_231955 crossref_primary_10_1002_anie_202415491 crossref_primary_10_1002_cssc_202500905 crossref_primary_10_1016_j_cattod_2025_115320 crossref_primary_10_1016_j_jelechem_2023_117944 crossref_primary_10_1021_acscatal_5c01838 crossref_primary_10_1002_ange_202307057 crossref_primary_10_1016_j_ensm_2025_104108 crossref_primary_10_1016_j_gee_2023_03_005 crossref_primary_10_1007_s12274_021_3958_y crossref_primary_10_1016_j_electacta_2020_136192 crossref_primary_10_1016_j_est_2024_112754 crossref_primary_10_1007_s10008_023_05522_w crossref_primary_10_1016_j_jallcom_2025_181143 crossref_primary_10_1002_adma_202511519 crossref_primary_10_3390_batteries10030095 crossref_primary_10_1016_j_ijhydene_2025_04_434 crossref_primary_10_1016_j_electacta_2023_143329 crossref_primary_10_1016_j_electacta_2020_137274 crossref_primary_10_1016_j_energy_2022_125972 crossref_primary_10_1007_s12598_024_03199_2 crossref_primary_10_1016_j_geoen_2023_211953 crossref_primary_10_1016_j_ijhydene_2022_01_105 crossref_primary_10_1016_j_jpowsour_2019_227476 crossref_primary_10_1002_admi_202202354 crossref_primary_10_1016_j_ijhydene_2022_01_104 crossref_primary_10_1016_j_jelechem_2025_119417 crossref_primary_10_1134_S1023193523010068 crossref_primary_10_1016_j_pecs_2022_101011 crossref_primary_10_1016_j_est_2024_113618 crossref_primary_10_1016_j_jelechem_2024_118272 crossref_primary_10_1109_TIA_2021_3134946 crossref_primary_10_1002_celc_202100173 crossref_primary_10_1149_1945_7111_adecc8 crossref_primary_10_1016_j_cclet_2025_111833 crossref_primary_10_1016_j_matchemphys_2024_130353 crossref_primary_10_1021_acsnano_5c11012 crossref_primary_10_1016_j_nanoen_2024_109312 crossref_primary_10_1021_acsaem_5c00106 crossref_primary_10_1002_apj_2784 crossref_primary_10_1016_j_ensm_2025_104564 crossref_primary_10_1002_apj_2780 crossref_primary_10_1007_s40820_025_01854_6 crossref_primary_10_1007_s10800_022_01667_0 crossref_primary_10_1016_j_electacta_2018_12_136 crossref_primary_10_1016_j_apmate_2023_100133 crossref_primary_10_1016_j_scitotenv_2024_176110 crossref_primary_10_1002_adma_202500673 crossref_primary_10_1016_j_apenergy_2022_119907 crossref_primary_10_1038_s43586_021_00039_w crossref_primary_10_1038_s41467_025_56957_w crossref_primary_10_1007_s10832_025_00388_y crossref_primary_10_1016_j_apenergy_2025_126647 crossref_primary_10_1016_j_ijhydene_2024_12_172 crossref_primary_10_1109_TIM_2024_3366287 crossref_primary_10_1016_j_electacta_2020_137493 crossref_primary_10_1039_D1EE03975J crossref_primary_10_1002_aenm_202303189 crossref_primary_10_1016_j_ceramint_2024_03_087 crossref_primary_10_1016_j_jpowsour_2022_231529 crossref_primary_10_1016_j_apcatb_2023_122682 crossref_primary_10_1016_j_ceramint_2021_11_227 crossref_primary_10_1002_anie_202418959 crossref_primary_10_1002_smll_202206763 crossref_primary_10_1016_j_enconman_2020_113509 crossref_primary_10_1007_s10832_025_00386_0 crossref_primary_10_1016_j_ceramint_2024_10_417 crossref_primary_10_1016_j_jallcom_2025_182262 crossref_primary_10_1002_eom2_12327 crossref_primary_10_1002_aenm_202201114 crossref_primary_10_1016_j_est_2024_114966 crossref_primary_10_1002_appl_70015 crossref_primary_10_1002_adfm_202401747 crossref_primary_10_1016_j_seppur_2025_133515 crossref_primary_10_1080_10667857_2022_2041223 crossref_primary_10_1016_j_est_2024_112783 crossref_primary_10_1016_j_jpowsour_2020_229082 crossref_primary_10_3390_batteries8110204 crossref_primary_10_1002_anie_202507497 crossref_primary_10_1007_s40843_020_1531_7 crossref_primary_10_3390_batteries8110206 crossref_primary_10_3390_cryst12111624 crossref_primary_10_1016_j_jpowsour_2020_229083 crossref_primary_10_1016_j_electacta_2025_147085 crossref_primary_10_1002_ente_202400433 crossref_primary_10_1016_j_jpowsour_2019_227268 crossref_primary_10_1016_j_jpowsour_2022_232608 crossref_primary_10_1016_j_electacta_2021_139501 crossref_primary_10_1016_j_electacta_2025_147207 crossref_primary_10_1134_S1023193517060040 crossref_primary_10_1016_j_jpowsour_2019_04_040 crossref_primary_10_1002_adfm_202403312 crossref_primary_10_1002_smll_202406842 crossref_primary_10_1007_s11426_024_2588_2 crossref_primary_10_1002_celc_202000787 crossref_primary_10_1002_er_7591 crossref_primary_10_1002_cjoc_202000389 crossref_primary_10_3390_membranes12121222 crossref_primary_10_1002_ente_202200636 crossref_primary_10_1002_pc_28505 crossref_primary_10_1016_j_ijhydene_2022_08_093 crossref_primary_10_1039_D1SE01291F crossref_primary_10_1016_j_jpowsour_2021_230508 crossref_primary_10_1016_j_cej_2023_144448 crossref_primary_10_1016_j_jpowsour_2021_229513 crossref_primary_10_1016_j_jpowsour_2023_233580 crossref_primary_10_1002_anie_202507865 crossref_primary_10_1016_j_apenergy_2025_125543 crossref_primary_10_1016_j_ces_2025_121454 crossref_primary_10_1016_j_memsci_2025_124045 crossref_primary_10_1002_adma_202206970 crossref_primary_10_1002_adma_202509889 crossref_primary_10_1016_j_electacta_2022_141058 crossref_primary_10_1016_j_jpowsour_2024_235219 crossref_primary_10_1016_j_jpowsour_2022_232189 crossref_primary_10_3389_fenrg_2021_780473 crossref_primary_10_1016_j_jpowsour_2023_233579 crossref_primary_10_1016_j_fuel_2022_124247 crossref_primary_10_1016_j_jelechem_2022_116176 crossref_primary_10_1016_j_jpowsour_2023_233575 crossref_primary_10_1126_science_adq2259 crossref_primary_10_1039_D5TA02343B crossref_primary_10_1016_j_jpowsour_2021_229764 crossref_primary_10_3389_fenrg_2021_643431 crossref_primary_10_1007_s10008_020_04875_w crossref_primary_10_1016_j_jallcom_2021_160901 crossref_primary_10_1016_j_ijhydene_2024_07_185 crossref_primary_10_1016_j_jechem_2023_09_004 crossref_primary_10_1016_j_ijhydene_2023_03_200 crossref_primary_10_1002_celc_202500038 crossref_primary_10_1016_j_jechem_2024_01_018 crossref_primary_10_1016_j_xcrp_2025_102654 crossref_primary_10_1016_j_ssi_2024_116769 crossref_primary_10_1002_celc_201901863 crossref_primary_10_1016_j_jechem_2021_03_023 crossref_primary_10_1039_D5CC03109E crossref_primary_10_1002_aenm_202500363 crossref_primary_10_1016_j_jpowsour_2025_237909 crossref_primary_10_1088_1361_6501_adcd8d crossref_primary_10_1002_aenm_202502546 crossref_primary_10_1016_j_jpowsour_2024_234116 crossref_primary_10_1016_j_cej_2024_155856 crossref_primary_10_1016_j_mattod_2025_08_025 crossref_primary_10_1016_j_jpowsour_2024_234356 crossref_primary_10_1016_j_jelechem_2019_113439 crossref_primary_10_1016_j_mtener_2024_101603 crossref_primary_10_1016_j_seppur_2023_123397 crossref_primary_10_1016_j_electacta_2021_138627 crossref_primary_10_1016_j_jpowsour_2021_229971 crossref_primary_10_1039_D5TA04678E crossref_primary_10_1016_j_apenergy_2025_126609 crossref_primary_10_2478_joeb_2023_0004 crossref_primary_10_1016_j_nanoen_2024_109347 crossref_primary_10_3390_batteries9070364 crossref_primary_10_1016_j_jpowsour_2020_228361 crossref_primary_10_1016_j_scib_2023_11_017 crossref_primary_10_1002_adfm_202306190 crossref_primary_10_1016_j_apcatb_2025_125282 crossref_primary_10_1016_j_jpowsour_2024_235442 crossref_primary_10_1109_TIA_2023_3327227 crossref_primary_10_1016_j_cej_2025_165705 crossref_primary_10_1038_s41467_025_61006_7 crossref_primary_10_1016_j_materresbull_2018_05_031 crossref_primary_10_1039_D5TA00120J crossref_primary_10_1002_cctc_202201336 crossref_primary_10_1016_j_jcis_2023_01_131 crossref_primary_10_1016_j_jpowsour_2019_05_072 crossref_primary_10_1111_jace_15881 crossref_primary_10_3390_solids6030044 crossref_primary_10_1002_ange_202418893 crossref_primary_10_1016_j_electacta_2020_136379 crossref_primary_10_1149_2162_8777_ad4fbf crossref_primary_10_1038_s41467_024_54234_w crossref_primary_10_1002_adfm_202309698 crossref_primary_10_1007_s10800_025_02329_7 crossref_primary_10_1016_j_checat_2023_100766 crossref_primary_10_1002_adfm_202308123 crossref_primary_10_1016_j_ceramint_2021_04_295 crossref_primary_10_1016_j_jcis_2024_10_038 crossref_primary_10_1016_j_jpowsour_2023_233369 crossref_primary_10_1093_nsr_nwad078 crossref_primary_10_3390_en16237841 crossref_primary_10_1007_s10800_025_02273_6 crossref_primary_10_1016_j_enconman_2022_115222 crossref_primary_10_1038_s41563_024_02011_x crossref_primary_10_3390_ceramics6040146 crossref_primary_10_1016_j_cej_2025_160221 crossref_primary_10_1016_j_jechem_2023_07_026 crossref_primary_10_1016_j_jpowsour_2020_228189 crossref_primary_10_1038_s41563_024_02057_x crossref_primary_10_1002_ange_202509132 crossref_primary_10_1016_j_jpowsour_2022_231901 crossref_primary_10_1002_anie_202309852 crossref_primary_10_1016_j_ijhydene_2024_08_173 crossref_primary_10_1016_j_jallcom_2025_181795 crossref_primary_10_1016_j_ensm_2025_104515 crossref_primary_10_1016_j_jeurceramsoc_2024_01_057 crossref_primary_10_1016_j_conbuildmat_2025_141146 crossref_primary_10_1016_j_ssi_2016_10_009 crossref_primary_10_1016_j_est_2025_117661 crossref_primary_10_1016_j_electacta_2025_147254 crossref_primary_10_1021_jacs_3c10312 crossref_primary_10_1016_j_apenergy_2025_125741 crossref_primary_10_1016_j_apenergy_2025_125983 crossref_primary_10_1002_eem2_70156 crossref_primary_10_1016_j_ceramint_2024_12_501 crossref_primary_10_1016_j_electacta_2022_141499 crossref_primary_10_1016_j_jpowsour_2023_233381 crossref_primary_10_1002_aenm_201703647 crossref_primary_10_1016_j_jcis_2024_04_032 crossref_primary_10_1016_j_matcom_2018_10_008 crossref_primary_10_1016_j_jpowsour_2021_230544 crossref_primary_10_1002_smll_202300494 crossref_primary_10_1016_j_apsusc_2021_150659 crossref_primary_10_1016_j_cej_2025_161561 crossref_primary_10_1016_j_est_2020_102052 crossref_primary_10_1016_j_energy_2025_135129 crossref_primary_10_1002_smll_202503922 crossref_primary_10_1016_j_jechem_2023_08_040 crossref_primary_10_1016_j_enconman_2025_119486 crossref_primary_10_1016_j_joule_2025_102045 crossref_primary_10_1002_adfm_202406809 crossref_primary_10_1021_acsnano_5c10768 crossref_primary_10_1016_j_ceramint_2022_04_110 crossref_primary_10_1016_j_ijhydene_2023_11_247 crossref_primary_10_1016_j_electacta_2023_143741 crossref_primary_10_1002_ange_202513887 crossref_primary_10_1007_s40820_022_00967_6 crossref_primary_10_1016_j_cej_2024_152304 crossref_primary_10_1016_j_electacta_2020_136327 crossref_primary_10_1016_j_electacta_2020_136328 crossref_primary_10_1002_cssc_202500937 crossref_primary_10_1016_j_apmate_2024_100261 crossref_primary_10_1016_j_electacta_2019_05_010 crossref_primary_10_1021_acsnano_5c10774 crossref_primary_10_1016_j_jpowsour_2020_229237 crossref_primary_10_1039_D5EB00043B crossref_primary_10_1016_j_ssi_2024_116719 crossref_primary_10_1088_2515_7655_ab8b55 crossref_primary_10_1016_j_ceramint_2023_08_060 crossref_primary_10_1016_j_jpowsour_2023_233162 crossref_primary_10_1002_adma_202301967 crossref_primary_10_1016_j_electacta_2022_141032 crossref_primary_10_1149_1945_7111_ad367d crossref_primary_10_1016_j_apenergy_2024_123484 crossref_primary_10_1016_j_cej_2025_159463 crossref_primary_10_1016_j_cej_2025_161789 crossref_primary_10_1016_j_jpowsour_2023_234002 crossref_primary_10_1021_acsenergylett_5c00484 crossref_primary_10_1016_j_esci_2025_100433 crossref_primary_10_1016_j_electacta_2020_137429 crossref_primary_10_3390_ma17081846 crossref_primary_10_1002_smtd_202500116 crossref_primary_10_1002_anie_202413670 crossref_primary_10_1177_09544070241290088 crossref_primary_10_1016_j_electacta_2025_146877 crossref_primary_10_1016_j_electacta_2025_146876 crossref_primary_10_1016_j_jechem_2024_06_014 crossref_primary_10_1016_j_jpowsour_2025_236320 crossref_primary_10_1016_j_jpowsour_2025_236321 crossref_primary_10_1016_j_est_2024_110814 crossref_primary_10_1016_j_jpowsour_2020_228774 crossref_primary_10_1016_j_apenergy_2020_115603 crossref_primary_10_1016_j_renene_2024_120485 crossref_primary_10_1039_D2EE00485B crossref_primary_10_1016_j_ceramint_2025_08_156 crossref_primary_10_3390_wevj16040224 crossref_primary_10_1007_s00216_025_06059_9 crossref_primary_10_1016_j_ceramint_2023_04_131 crossref_primary_10_1016_j_jpowsour_2022_232352 crossref_primary_10_1038_s41467_024_55695_9 crossref_primary_10_1002_smll_202410715 crossref_primary_10_1016_j_est_2024_115023 crossref_primary_10_1016_j_jpowsour_2025_237403 crossref_primary_10_1016_j_est_2023_108454 crossref_primary_10_1016_j_jpowsour_2025_236559 crossref_primary_10_1016_j_ceramint_2024_05_451 crossref_primary_10_1002_er_7994 crossref_primary_10_1002_adma_202104557 crossref_primary_10_1016_j_cej_2023_145015 crossref_primary_10_1016_j_electacta_2025_146888 crossref_primary_10_1021_acsaem_5c00712 crossref_primary_10_1016_j_nanoen_2025_111334 crossref_primary_10_1002_adfm_202512706 crossref_primary_10_1002_fuce_202200069 crossref_primary_10_1002_aenm_202102025 crossref_primary_10_1016_j_ijhydene_2019_05_122 crossref_primary_10_1007_s10800_024_02226_5 crossref_primary_10_1016_j_fuel_2024_132706 crossref_primary_10_1002_adfm_202211211 crossref_primary_10_1016_j_electacta_2020_136670 crossref_primary_10_26599_NR_2025_94907573 crossref_primary_10_1016_j_ceramint_2025_01_041 crossref_primary_10_1016_j_ssi_2023_116311 crossref_primary_10_1016_j_jpowsour_2022_232589 crossref_primary_10_1002_adfm_202417425 crossref_primary_10_1016_j_ceramint_2024_05_447 crossref_primary_10_1016_j_electacta_2023_141879 crossref_primary_10_1021_acsabm_5c01188 crossref_primary_10_1021_acsnano_4c15706 crossref_primary_10_3390_batteries11030091 crossref_primary_10_1002_adma_202307286 crossref_primary_10_1002_aenm_202503484 crossref_primary_10_1016_j_jcis_2023_11_169 crossref_primary_10_1109_TTE_2020_3028475 crossref_primary_10_1016_j_porgcoat_2025_109100 crossref_primary_10_1016_j_porgcoat_2025_109583 crossref_primary_10_3390_en15144978 crossref_primary_10_1016_j_ssi_2022_116048 crossref_primary_10_1016_j_electacta_2023_141881 crossref_primary_10_1038_s41467_025_62828_1 crossref_primary_10_1016_j_jpowsour_2022_232376 crossref_primary_10_1002_advs_202409272 crossref_primary_10_1002_adfm_202418307 crossref_primary_10_1016_j_jeurceramsoc_2022_11_059 crossref_primary_10_3390_met15080875 crossref_primary_10_1002_adfm_202311140 crossref_primary_10_1016_j_cej_2025_161062 crossref_primary_10_1016_j_ijhydene_2024_08_119 crossref_primary_10_1016_j_jpowsour_2020_228742 crossref_primary_10_1016_j_apsusc_2024_159797 crossref_primary_10_1016_j_apcatb_2024_124172 crossref_primary_10_1016_j_jpowsour_2020_228743 crossref_primary_10_1039_D0EE03283B crossref_primary_10_1016_j_renene_2022_05_089 crossref_primary_10_1016_j_jpowsour_2024_235162 crossref_primary_10_1016_j_ssi_2022_116032 crossref_primary_10_1002_cey2_262 crossref_primary_10_1016_j_scib_2023_01_032 crossref_primary_10_1088_2515_7655_adae33 crossref_primary_10_1002_smll_202407558 crossref_primary_10_1016_j_electacta_2023_142989 crossref_primary_10_1007_s40843_022_2094_2 crossref_primary_10_1021_acsami_5c12734 crossref_primary_10_1002_adma_202500183 crossref_primary_10_1016_j_materresbull_2023_112452 crossref_primary_10_1109_TIA_2024_3430268 crossref_primary_10_1016_j_apcatb_2024_124176 crossref_primary_10_1002_adma_202403998 crossref_primary_10_1002_ange_202309852 crossref_primary_10_1039_D5EE02411K crossref_primary_10_1016_j_cej_2025_164545 crossref_primary_10_1002_smll_202407341 crossref_primary_10_1016_j_jpowsour_2024_236000 crossref_primary_10_1002_adfm_202412193 crossref_primary_10_1016_j_jeurceramsoc_2024_117058 crossref_primary_10_1016_j_ijhydene_2021_10_142 crossref_primary_10_1007_s11426_025_2770_8 crossref_primary_10_1016_j_apenergy_2024_124762 crossref_primary_10_1002_smll_202410758 crossref_primary_10_1016_j_jpowsour_2022_232399 crossref_primary_10_1016_j_electacta_2022_140219 crossref_primary_10_1016_j_ijhydene_2025_151110 crossref_primary_10_1016_j_jechem_2024_07_028 crossref_primary_10_1016_j_mtener_2024_101503 crossref_primary_10_1007_s42114_022_00528_w crossref_primary_10_1016_j_ceramint_2024_07_267 crossref_primary_10_1016_j_electacta_2020_136864 crossref_primary_10_1016_j_fuel_2025_135288 crossref_primary_10_1002_anie_202502019 crossref_primary_10_1016_j_cej_2025_165883 crossref_primary_10_1016_j_cej_2020_124755 crossref_primary_10_1149_1945_7111_adee4b crossref_primary_10_1016_j_electacta_2024_145052 crossref_primary_10_1016_j_jpowsour_2025_236775 crossref_primary_10_1016_j_jpowsour_2025_237622 crossref_primary_10_1016_j_jcis_2023_12_169 crossref_primary_10_1016_j_ijhydene_2022_11_238 crossref_primary_10_1021_jacs_4c18090 crossref_primary_10_1016_j_chempr_2024_07_028 crossref_primary_10_1016_j_ijhydene_2022_11_236 crossref_primary_10_1016_j_jece_2025_116628 crossref_primary_10_1016_j_jpowsour_2024_234053 crossref_primary_10_1021_acscatal_5c05626 crossref_primary_10_1002_adma_202309264 crossref_primary_10_1007_s10853_025_10951_1 crossref_primary_10_1016_j_est_2025_116618 crossref_primary_10_1039_D5CE00543D crossref_primary_10_1002_anie_202512299 crossref_primary_10_1002_cey2_683 crossref_primary_10_1002_adma_202507871 crossref_primary_10_1016_j_jpowsour_2022_231058 crossref_primary_10_1039_D5TA04992J crossref_primary_10_1016_j_electacta_2020_135787 crossref_primary_10_1002_cssc_202201459 crossref_primary_10_1002_smtd_202500179 crossref_primary_10_1016_j_ijhydene_2024_01_059 crossref_primary_10_1002_smll_202306513 crossref_primary_10_1016_j_xcrp_2024_102091 crossref_primary_10_1016_j_joule_2024_05_008 crossref_primary_10_1016_j_electacta_2022_140474 crossref_primary_10_1016_j_electacta_2023_142931 crossref_primary_10_1016_j_electacta_2025_146892 crossref_primary_10_1038_s41467_021_27788_2 crossref_primary_10_1063_1_5050249 crossref_primary_10_1038_s41598_021_91871_3 crossref_primary_10_1016_j_cej_2024_151161 crossref_primary_10_1016_j_electacta_2022_140479 crossref_primary_10_1016_j_jpowsour_2024_235128 crossref_primary_10_1016_j_jpowsour_2023_233543 crossref_primary_10_1016_j_ceramint_2024_05_235 crossref_primary_10_1016_j_jpowsour_2025_237823 crossref_primary_10_1016_j_fuel_2024_130971 crossref_primary_10_1016_j_ijhydene_2022_12_019 crossref_primary_10_1007_s40820_024_01531_0 crossref_primary_10_1038_s41467_024_49795_9 crossref_primary_10_3390_ma16093544 crossref_primary_10_3390_ma17051148 crossref_primary_10_1002_smll_202407591 crossref_primary_10_1016_j_jpowsour_2024_234277 crossref_primary_10_3389_fenrg_2021_749771 crossref_primary_10_1039_D4EE02049A crossref_primary_10_1002_aenm_202401307 crossref_primary_10_1039_D5CC00899A crossref_primary_10_1016_j_jelechem_2022_116199 crossref_primary_10_1016_j_energy_2021_120579 crossref_primary_10_1016_j_ceramint_2021_06_267 crossref_primary_10_1002_smll_202400501 crossref_primary_10_1002_er_6825 crossref_primary_10_1016_j_jpowsour_2025_236169 crossref_primary_10_1002_anie_202218595 crossref_primary_10_1007_s13137_019_0138_2 crossref_primary_10_1016_j_matlet_2025_139337 crossref_primary_10_1039_D4NR02325K crossref_primary_10_3390_batteries5020043 crossref_primary_10_1002_ange_202318389 crossref_primary_10_1016_j_ijhydene_2020_07_165 crossref_primary_10_1002_ange_202502019 crossref_primary_10_1016_j_apenergy_2025_126185 crossref_primary_10_3390_coatings13111957 crossref_primary_10_1002_adma_202400656 crossref_primary_10_1002_ange_202512299 crossref_primary_10_1016_j_ijhydene_2025_150624 crossref_primary_10_1021_acsnano_5c01103 crossref_primary_10_1016_j_ijhydene_2025_150862 crossref_primary_10_1109_TSTE_2020_3042990 crossref_primary_10_1002_adma_202510189 crossref_primary_10_1016_j_ijhydene_2025_03_312 crossref_primary_10_1016_j_ssi_2023_116380 crossref_primary_10_1016_j_jechem_2024_04_017 crossref_primary_10_1016_j_jpowsour_2025_237022 crossref_primary_10_1016_j_ijhydene_2021_05_022 crossref_primary_10_1109_TIA_2021_3136808 crossref_primary_10_1016_j_ijhydene_2020_11_033 crossref_primary_10_1007_s11431_020_1654_0 crossref_primary_10_1016_j_matlet_2024_135926 crossref_primary_10_1016_j_ssi_2025_117008 crossref_primary_10_1002_adma_202502300 crossref_primary_10_1016_j_ijhydene_2024_03_041 crossref_primary_10_1016_j_jallcom_2024_174369 crossref_primary_10_1002_admi_202102275 crossref_primary_10_1007_s40820_025_01774_5 crossref_primary_10_1016_j_electacta_2019_134853 crossref_primary_10_1016_j_electacta_2020_136834 crossref_primary_10_1016_j_apcatb_2024_124314 crossref_primary_10_1002_smll_202203102 crossref_primary_10_1016_j_ensm_2025_104488 crossref_primary_10_1038_s41467_025_59776_1 crossref_primary_10_1002_ente_201900288 crossref_primary_10_1016_j_electacta_2025_145921 crossref_primary_10_1039_D0SE01914C crossref_primary_10_3390_batteries7030052 crossref_primary_10_1002_adfm_202423700 crossref_primary_10_1002_smll_202101872 crossref_primary_10_1016_j_joule_2022_05_005 crossref_primary_10_1016_j_est_2025_115974 crossref_primary_10_1016_j_apsusc_2025_162613 crossref_primary_10_3390_en17205123 crossref_primary_10_1038_s41467_025_58110_z crossref_primary_10_1016_j_jpowsour_2022_231202 crossref_primary_10_1016_j_fuel_2024_130933 crossref_primary_10_1016_j_ijhydene_2018_01_024 crossref_primary_10_1016_j_cej_2021_132810 crossref_primary_10_1016_j_jpowsour_2024_234915 crossref_primary_10_1002_adfm_202001326 crossref_primary_10_1016_j_ijhydene_2024_10_124 crossref_primary_10_1016_j_apcatb_2025_125950 crossref_primary_10_1016_j_ensm_2025_104497 crossref_primary_10_1016_j_jece_2025_116287 crossref_primary_10_1002_smll_202304593 crossref_primary_10_1155_2021_6664291 crossref_primary_10_1038_s41560_025_01733_9 crossref_primary_10_1016_j_jechem_2024_04_033 crossref_primary_10_1016_j_jpowsour_2020_228909 crossref_primary_10_1002_adfm_202511438 crossref_primary_10_1007_s00253_022_11768_7 crossref_primary_10_1016_j_checat_2025_101365 crossref_primary_10_1016_j_jpowsour_2021_230282 crossref_primary_10_1016_j_ijhydene_2025_150657 crossref_primary_10_1016_j_jallcom_2018_01_018 crossref_primary_10_3389_fenrg_2024_1481205 crossref_primary_10_1007_s10853_022_07497_x crossref_primary_10_1002_ange_202514027 crossref_primary_10_1016_j_apenergy_2024_122999 crossref_primary_10_1038_s41467_020_20297_8 crossref_primary_10_1002_ente_201900279 crossref_primary_10_1557_s43581_025_00133_6 crossref_primary_10_1016_j_cej_2024_149970 crossref_primary_10_1016_j_jpowsour_2023_232824 crossref_primary_10_1016_j_seppur_2023_123739 crossref_primary_10_1038_s41467_024_44767_5 crossref_primary_10_1039_D0EE03701J crossref_primary_10_1016_j_ceramint_2022_08_115 crossref_primary_10_1016_j_cclet_2024_109776 crossref_primary_10_1016_j_electacta_2022_140852 crossref_primary_10_1016_j_jechem_2024_05_014 crossref_primary_10_1002_adma_202419224 crossref_primary_10_1016_j_est_2020_101746 crossref_primary_10_1002_ange_202515127 crossref_primary_10_1039_D5EE00217F crossref_primary_10_1016_j_jpowsour_2025_237689 crossref_primary_10_1016_j_electacta_2017_07_050 crossref_primary_10_1016_j_electacta_2019_135510 crossref_primary_10_1016_j_cej_2025_164382 crossref_primary_10_1002_fuce_201900248 crossref_primary_10_1016_j_apcatb_2024_124522 crossref_primary_10_1016_j_compag_2023_108249 crossref_primary_10_1016_j_nanoen_2024_109842 crossref_primary_10_1002_cssc_202400840 crossref_primary_10_1002_batt_202300203 crossref_primary_10_1016_j_ceramint_2025_05_134 crossref_primary_10_1007_s11630_023_1772_4 crossref_primary_10_1016_j_ijhydene_2023_03_198 crossref_primary_10_1016_j_ijhydene_2023_03_197 crossref_primary_10_1149_1945_7111_ad3fed crossref_primary_10_1007_s11426_024_2549_6 crossref_primary_10_1016_j_electacta_2025_145753 crossref_primary_10_1093_pnasnexus_pgac127 crossref_primary_10_1016_j_ssi_2021_115788 crossref_primary_10_1016_j_ceramint_2024_04_046 crossref_primary_10_1021_acs_jpcc_5c02534 crossref_primary_10_1016_j_ssi_2020_115482 crossref_primary_10_1002_smll_202307446 crossref_primary_10_1016_j_scib_2025_05_036 crossref_primary_10_3390_batteries10110401 crossref_primary_10_1016_j_cej_2025_163068 crossref_primary_10_1016_j_ijhydene_2024_03_248 crossref_primary_10_1149_1945_7111_adb33f crossref_primary_10_1016_j_porgcoat_2025_109148 crossref_primary_10_1016_j_ijhydene_2022_08_108 crossref_primary_10_1109_TIM_2025_3564018 crossref_primary_10_1038_s41467_025_59521_8 crossref_primary_10_1016_j_checat_2024_101036 crossref_primary_10_1016_j_jpowsour_2022_231250 crossref_primary_10_1007_s40820_024_01600_4 crossref_primary_10_1016_j_jpowsour_2022_231000 crossref_primary_10_1016_j_cej_2024_157315 crossref_primary_10_1007_s11581_025_06294_1 crossref_primary_10_1002_ange_202515387 crossref_primary_10_1016_j_apenergy_2024_122962 crossref_primary_10_1038_s41586_021_03264_1 crossref_primary_10_1016_j_jpowsour_2023_233706 crossref_primary_10_1016_j_jpowsour_2023_233707 crossref_primary_10_1016_j_est_2024_112370 crossref_primary_10_1016_j_ijhydene_2025_04_130 crossref_primary_10_1021_acs_iecr_5c00113 crossref_primary_10_1073_pnas_2319193121 crossref_primary_10_1002_ange_202413670 crossref_primary_10_1016_j_jpowsour_2023_233705 crossref_primary_10_1016_j_nanoen_2020_104651 crossref_primary_10_1016_j_cej_2025_165466 crossref_primary_10_1016_j_electacta_2025_146824 crossref_primary_10_1038_s41560_025_01857_y crossref_primary_10_1021_acsaem_5c02238 crossref_primary_10_1016_j_joule_2024_07_007 crossref_primary_10_1007_s10008_023_05563_1 crossref_primary_10_1007_s12613_024_2872_1 crossref_primary_10_1016_j_cej_2022_138680 crossref_primary_10_1016_j_electacta_2025_145973 crossref_primary_10_1021_acsaem_5c01383 crossref_primary_10_1038_s41557_025_01866_0 crossref_primary_10_1016_j_bios_2020_112149 crossref_primary_10_1016_j_jpowsour_2023_233952 crossref_primary_10_1039_D4EE03970J crossref_primary_10_1016_j_cej_2024_157785 crossref_primary_10_1134_S1023193524700526 crossref_primary_10_1016_j_fuel_2023_130845 crossref_primary_10_1021_acs_jpcc_5c01421 crossref_primary_10_1016_j_nanoen_2024_109815 crossref_primary_10_1016_j_est_2023_107970 crossref_primary_10_1016_j_jallcom_2021_162548 crossref_primary_10_1002_adfm_202502771 crossref_primary_10_1002_smll_202309600 crossref_primary_10_3389_fenrg_2019_00151 crossref_primary_10_1007_s42864_025_00343_y crossref_primary_10_1016_j_actamat_2024_120186 crossref_primary_10_1016_j_ijhydene_2023_03_388 crossref_primary_10_1021_acsaem_5c01374 crossref_primary_10_1002_ange_202418959 crossref_primary_10_1016_j_electacta_2024_144615 crossref_primary_10_1016_j_jpowsour_2024_234420 crossref_primary_10_1111_jace_18643 crossref_primary_10_1039_D5NR01160D crossref_primary_10_1088_2057_1976_adabec crossref_primary_10_3323_jcorr_74_124 crossref_primary_10_3390_en13040915 crossref_primary_10_1016_j_electacta_2017_09_026 crossref_primary_10_1016_j_enconman_2022_115543 crossref_primary_10_1016_j_jpowsour_2024_234655 crossref_primary_10_1016_j_jechem_2022_06_006 crossref_primary_10_1073_pnas_2314996121 crossref_primary_10_1134_S1063783420010229 crossref_primary_10_1016_j_cej_2025_166085 crossref_primary_10_1016_j_snb_2023_133943 crossref_primary_10_1016_j_jechem_2025_05_056 crossref_primary_10_1016_j_actamat_2025_121549 crossref_primary_10_1002_anie_202418893 crossref_primary_10_1016_j_electacta_2019_135316 crossref_primary_10_26599_JAC_2024_9220938 crossref_primary_10_1016_j_electacta_2023_143492 crossref_primary_10_1016_j_ijhydene_2023_11_139 crossref_primary_10_1016_j_jpowsour_2025_238073 crossref_primary_10_1016_j_electacta_2024_143994 crossref_primary_10_1016_j_electacta_2016_07_124 crossref_primary_10_1016_j_electacta_2025_146092 crossref_primary_10_3389_fchem_2024_1438710 crossref_primary_10_1016_j_corsci_2025_113118 crossref_primary_10_1016_j_apcatb_2024_123742 crossref_primary_10_1016_j_jallcom_2023_173296 crossref_primary_10_1039_D5TA04823K crossref_primary_10_1007_s42452_022_05103_y crossref_primary_10_1016_j_jpowsour_2022_231814 crossref_primary_10_1002_adma_202208182 crossref_primary_10_1002_adma_202408875 crossref_primary_10_1016_j_ceramint_2021_04_111 crossref_primary_10_1149_1945_7111_adfaba crossref_primary_10_3390_molecules29071554 crossref_primary_10_3390_pr9010108 crossref_primary_10_1016_j_electacta_2021_138340 crossref_primary_10_1016_j_ssi_2019_05_024 crossref_primary_10_1016_j_cej_2022_136619 crossref_primary_10_1016_j_cej_2025_168241 crossref_primary_10_1016_j_nanoen_2018_12_047 crossref_primary_10_1016_j_jallcom_2023_173024 crossref_primary_10_1016_j_ssi_2017_01_007 crossref_primary_10_1002_smll_202501034 crossref_primary_10_1016_j_bios_2024_116933 crossref_primary_10_1016_j_jcis_2023_06_158 crossref_primary_10_1016_j_jpowsour_2021_229458 crossref_primary_10_1016_j_jpowsour_2023_233085 crossref_primary_10_1021_acs_jpcc_5c02043 crossref_primary_10_1016_j_matlet_2024_136959 crossref_primary_10_1002_aenm_202203861 crossref_primary_10_1016_j_ijhydene_2025_01_099 crossref_primary_10_1016_j_apenergy_2023_122454 crossref_primary_10_1016_j_jpowsour_2024_234866 crossref_primary_10_1016_j_ceramint_2025_09_305 crossref_primary_10_1016_j_elecom_2022_107418 crossref_primary_10_1016_j_electacta_2024_144828 crossref_primary_10_1016_j_jcat_2024_115720 crossref_primary_10_1002_adfm_202307316 crossref_primary_10_1016_j_jpowsour_2024_234861 crossref_primary_10_1016_j_jallcom_2023_173271 crossref_primary_10_1039_D3EY00157A crossref_primary_10_1039_D5EB00129C crossref_primary_10_3390_ma15051800 crossref_primary_10_1016_j_apmt_2025_102682 crossref_primary_10_1016_j_jpowsour_2025_238267 crossref_primary_10_1002_aenm_202300165 crossref_primary_10_1007_s40820_024_01397_2 crossref_primary_10_1016_j_apenergy_2022_118915 crossref_primary_10_1002_smll_202501004 crossref_primary_10_1016_j_electacta_2024_145507 crossref_primary_10_1038_s41467_025_57462_w crossref_primary_10_1016_j_enconman_2024_119426 crossref_primary_10_1002_adfm_202401854 crossref_primary_10_1002_ange_202405681 crossref_primary_10_1016_j_jpowsour_2023_233093 crossref_primary_10_1016_j_jcis_2025_138154 crossref_primary_10_3390_en14112994 crossref_primary_10_1016_j_cej_2025_159519 crossref_primary_10_1016_j_jpowsour_2019_227357 crossref_primary_10_1016_j_electacta_2020_136067 crossref_primary_10_1016_j_jpowsour_2024_235941 crossref_primary_10_1002_aenm_202502645 crossref_primary_10_1016_j_matlet_2022_132860 crossref_primary_10_1021_acsnano_4c18584 crossref_primary_10_1016_j_ceramint_2020_03_002 crossref_primary_10_1002_batt_202500358 crossref_primary_10_1016_j_est_2017_07_029 crossref_primary_10_1002_fuce_201600189 crossref_primary_10_1016_j_ensm_2025_104478 crossref_primary_10_1134_S1023193524050033 crossref_primary_10_1002_ange_202415491 crossref_primary_10_1038_s41929_022_00764_9 crossref_primary_10_1016_j_electacta_2023_142129 crossref_primary_10_1016_j_fuel_2022_126340 crossref_primary_10_3390_catal9050441 crossref_primary_10_1016_j_jpowsour_2025_237184 crossref_primary_10_1007_s11426_024_2314_9 crossref_primary_10_1016_j_engfailanal_2024_108788 crossref_primary_10_1016_j_mtener_2025_102026 crossref_primary_10_1073_pnas_2220419120 crossref_primary_10_1016_j_jpowsour_2019_227369 crossref_primary_10_1016_j_enconman_2022_115994 crossref_primary_10_1016_j_ijhydene_2019_03_048 crossref_primary_10_3390_batteries7030056 crossref_primary_10_1016_j_ijhydene_2024_04_201 crossref_primary_10_1016_j_jelechem_2020_114759 crossref_primary_10_1007_s42154_023_00278_5 crossref_primary_10_3390_coatings13081461 crossref_primary_10_1002_adfm_202423867 crossref_primary_10_1016_j_jelechem_2019_113591 crossref_primary_10_1016_j_jallcom_2023_168981 crossref_primary_10_1016_j_ijhydene_2024_10_206 crossref_primary_10_1016_j_electacta_2020_136285 crossref_primary_10_1038_s41467_025_59892_y crossref_primary_10_1016_j_jpowsour_2018_12_025 crossref_primary_10_1016_j_jpowsour_2025_238239 crossref_primary_10_1111_ijac_14346 crossref_primary_10_1021_acsami_5c08970 crossref_primary_10_1002_ange_202507497 crossref_primary_10_1016_j_mattod_2024_09_018 crossref_primary_10_1016_j_cej_2024_152828 crossref_primary_10_1016_j_electacta_2024_143771 crossref_primary_10_1016_j_ijhydene_2024_11_257 crossref_primary_10_1016_j_electacta_2023_143231 crossref_primary_10_3390_batteries7020036 crossref_primary_10_1016_j_ijhydene_2016_09_100 crossref_primary_10_1021_jacs_4c16492 crossref_primary_10_1109_TTE_2024_3483189 crossref_primary_10_1016_j_renene_2025_122551 crossref_primary_10_1016_j_cej_2024_157268 crossref_primary_10_1016_j_electacta_2020_137146 crossref_primary_10_1016_j_ssi_2025_116972 crossref_primary_10_1002_aenm_202500434 crossref_primary_10_1016_j_electacta_2020_137142 crossref_primary_10_1016_j_matchemphys_2024_130255 crossref_primary_10_1038_s41598_025_86702_8 crossref_primary_10_1007_s12034_021_02461_y crossref_primary_10_1007_s12613_023_2616_7 crossref_primary_10_1016_j_jeurceramsoc_2022_07_003 crossref_primary_10_3390_wevj14120321 crossref_primary_10_1002_smll_202502771 crossref_primary_10_1002_fuce_202100048 crossref_primary_10_1002_smll_202500597 crossref_primary_10_1016_j_cej_2025_164985 crossref_primary_10_1016_j_jpowsour_2021_229867 crossref_primary_10_1002_advs_202402348 crossref_primary_10_7566_JPSJ_87_094002 crossref_primary_10_1016_j_jechem_2022_12_006 crossref_primary_10_1002_anie_202515387 crossref_primary_10_1016_j_cej_2025_164989 crossref_primary_10_1002_aenm_202400894 crossref_primary_10_1016_j_ceramint_2024_08_031 crossref_primary_10_1016_j_electacta_2025_146233 crossref_primary_10_1002_cphc_202200012 crossref_primary_10_1002_smll_202403211 crossref_primary_10_1016_j_etran_2024_100347 crossref_primary_10_1016_j_jpowsour_2023_233203 crossref_primary_10_1016_j_jpowsour_2023_233687 crossref_primary_10_1016_j_bioflm_2025_100305 crossref_primary_10_1016_j_colsurfa_2025_136761 crossref_primary_10_1016_j_electacta_2023_142317 crossref_primary_10_1038_s41560_023_01339_z crossref_primary_10_1002_batt_202000229 crossref_primary_10_1038_s41467_023_41361_z crossref_primary_10_1002_admi_202202430 crossref_primary_10_1016_j_apcatb_2023_123631 crossref_primary_10_1016_j_electacta_2022_141174 crossref_primary_10_1016_j_jpowsour_2018_10_024 crossref_primary_10_1002_celc_201900656 crossref_primary_10_1016_j_est_2025_117106 crossref_primary_10_1007_s10853_021_06793_2 crossref_primary_10_1016_j_xcrp_2025_102787 crossref_primary_10_1002_adma_202506228 crossref_primary_10_1002_anie_202404861 crossref_primary_10_1016_j_jechem_2025_04_070 crossref_primary_10_1016_j_jpowsour_2024_234489 crossref_primary_10_1002_anie_202515127 crossref_primary_10_1016_j_etran_2024_100333 crossref_primary_10_1016_j_ijhydene_2025_151168 crossref_primary_10_1039_D5SE00107B crossref_primary_10_1016_j_cej_2024_157921 crossref_primary_10_1016_j_jpowsour_2020_229343 crossref_primary_10_1016_j_electacta_2021_138954 crossref_primary_10_1002_adfm_202316485 crossref_primary_10_1007_s10800_019_01355_6 crossref_primary_10_1016_j_ceramint_2025_08_337 crossref_primary_10_1016_j_ijhydene_2022_03_289 crossref_primary_10_1016_j_jpowsour_2021_229602 crossref_primary_10_1016_j_cej_2023_146975 crossref_primary_10_1016_j_jpowsour_2021_229600 crossref_primary_10_1002_anie_202423138 crossref_primary_10_1016_j_est_2025_117597 crossref_primary_10_1021_jacs_3c01955 crossref_primary_10_1002_anie_202403331 crossref_primary_10_1016_j_matt_2024_08_002 crossref_primary_10_1016_j_energy_2023_129283 crossref_primary_10_1016_j_mattod_2024_06_016 crossref_primary_10_1002_aenm_202401518 crossref_primary_10_1002_anie_202514027 crossref_primary_10_1016_j_jechem_2022_05_036 crossref_primary_10_1016_j_jallcom_2024_174831 crossref_primary_10_1016_j_jpowsour_2023_233465 crossref_primary_10_1038_s41467_025_59363_4 crossref_primary_10_1021_acsaem_5c01518 crossref_primary_10_1002_eem2_70018 crossref_primary_10_1016_j_jallcom_2022_166615 crossref_primary_10_1021_acsaem_5c01505 crossref_primary_10_1002_ceat_202400046 crossref_primary_10_1016_j_jallcom_2022_165523 crossref_primary_10_1016_j_jpowsour_2020_228469 crossref_primary_10_1007_s10973_021_11151_0 crossref_primary_10_1002_aenm_202500472 crossref_primary_10_1016_j_electacta_2020_136252 crossref_primary_10_1016_j_est_2024_111770 crossref_primary_10_1038_s41586_024_07101_z crossref_primary_10_1016_j_cej_2024_153541 crossref_primary_10_1016_j_jelechem_2023_117420 crossref_primary_10_1016_j_cej_2025_162317 crossref_primary_10_1016_j_electacta_2023_142108 crossref_primary_10_1002_adfm_202413004 crossref_primary_10_1007_s10008_020_04534_0 crossref_primary_10_1016_j_ijhydene_2019_08_160 crossref_primary_10_1016_j_ijhydene_2022_04_061 crossref_primary_10_1002_adma_202308675 crossref_primary_10_1016_j_jechem_2025_03_012 crossref_primary_10_1016_j_cclet_2022_04_078 crossref_primary_10_1016_j_jelechem_2024_118812 crossref_primary_10_1016_j_jpowsour_2020_228471 crossref_primary_10_1002_cssc_202202046 crossref_primary_10_1002_celc_202500133 crossref_primary_10_1021_acsami_5c11042 crossref_primary_10_1016_j_ijhydene_2023_05_115 crossref_primary_10_1016_j_jpowsour_2018_04_083 crossref_primary_10_1016_j_electacta_2025_147364 crossref_primary_10_1002_smll_202500799 crossref_primary_10_1016_j_jpowsour_2023_233010 crossref_primary_10_1016_j_electacta_2018_12_078 crossref_primary_10_1016_j_ijhydene_2018_11_203 crossref_primary_10_1016_j_electacta_2023_142751 crossref_primary_10_1016_j_conbuildmat_2024_135310 crossref_primary_10_1016_j_corsci_2022_110437 crossref_primary_10_1002_adfm_202409188 crossref_primary_10_1016_j_jeurceramsoc_2019_09_005 crossref_primary_10_1016_j_jechem_2025_02_043 crossref_primary_10_3390_en13246562 crossref_primary_10_1002_batt_202500192 crossref_primary_10_1016_j_jpowsour_2024_234455 crossref_primary_10_1002_aenm_202301020 crossref_primary_10_1016_j_cej_2025_163853 crossref_primary_10_1002_smll_202304981 crossref_primary_10_1016_j_apenergy_2018_06_114 crossref_primary_10_1016_j_apsusc_2023_158405 crossref_primary_10_1016_j_jechem_2024_09_035 crossref_primary_10_1002_adfm_202310790 crossref_primary_10_1016_j_mtchem_2024_101960 crossref_primary_10_1016_j_electacta_2021_138916 crossref_primary_10_1002_smll_202405446 crossref_primary_10_1016_j_cej_2023_146708 crossref_primary_10_1016_j_etran_2025_100437 crossref_primary_10_1021_acsami_5c02561 crossref_primary_10_1016_j_etran_2023_100277 crossref_primary_10_1016_j_est_2023_107152 crossref_primary_10_1016_j_jpowsour_2024_234686 crossref_primary_10_1021_acsaelm_5c00651 crossref_primary_10_1016_j_ijhydene_2022_10_273 crossref_primary_10_1002_ente_202200547 crossref_primary_10_1016_j_enconman_2024_119270 crossref_primary_10_1111_jace_16804 crossref_primary_10_1016_j_ijhydene_2024_07_023 crossref_primary_10_1016_j_ijhydene_2024_11_405 crossref_primary_10_1016_j_jcis_2023_03_054 crossref_primary_10_1016_j_nxmate_2024_100462 crossref_primary_10_1016_j_ssi_2024_116609 crossref_primary_10_1016_j_jpowsour_2024_234440 crossref_primary_10_1016_j_ssi_2024_116600 crossref_primary_10_1016_j_apsusc_2025_163594 crossref_primary_10_1016_j_est_2023_109120 crossref_primary_10_1016_j_ssi_2017_11_021 crossref_primary_10_1088_2057_1976_ad5db1 crossref_primary_10_1016_j_cej_2025_162742 crossref_primary_10_1016_j_jechem_2024_09_010 crossref_primary_10_1016_j_apcatb_2022_121114 crossref_primary_10_1038_s41467_025_56607_1 crossref_primary_10_1038_s41467_023_39258_y crossref_primary_10_1016_j_electacta_2023_142781 crossref_primary_10_1016_j_cej_2025_164931 crossref_primary_10_1016_j_ceramint_2025_08_306 crossref_primary_10_1002_celc_201700686 crossref_primary_10_1016_j_ceramint_2022_11_263 crossref_primary_10_1007_s11837_022_05555_y crossref_primary_10_1134_S1023193523070054 crossref_primary_10_1016_j_surfin_2025_106529 crossref_primary_10_1002_aenm_201900784 crossref_primary_10_1016_j_jpowsour_2023_233040 crossref_primary_10_1002_smll_202408963 crossref_primary_10_1016_j_ijhydene_2025_01_298 crossref_primary_10_1016_j_jpowsour_2024_235996 crossref_primary_10_1016_j_jpowsour_2024_235997 crossref_primary_10_1002_adfm_202411025 crossref_primary_10_1016_j_jeurceramsoc_2022_05_013 crossref_primary_10_1016_j_jpowsour_2020_229360 crossref_primary_10_1016_j_jelechem_2020_113843 crossref_primary_10_1016_j_fusengdes_2025_114830 crossref_primary_10_1016_j_cej_2025_168822 crossref_primary_10_1002_sus2_101 crossref_primary_10_1016_j_electacta_2025_146757 crossref_primary_10_1016_j_electacta_2024_144052 crossref_primary_10_1039_C9NR06740J crossref_primary_10_1016_j_electacta_2023_141986 crossref_primary_10_1016_j_energy_2022_125381 crossref_primary_10_1002_aenm_202400132 crossref_primary_10_1007_s42114_023_00742_0 crossref_primary_10_1016_j_electacta_2025_146511 crossref_primary_10_1002_ange_202409435 crossref_primary_10_1002_aenm_202503379 crossref_primary_10_1021_acssuschemeng_4c09923 crossref_primary_10_1088_1742_6596_2454_1_012003 crossref_primary_10_1016_j_cej_2023_144292 crossref_primary_10_1016_j_jpowsour_2023_233845 crossref_primary_10_1039_D1NR06845H crossref_primary_10_1002_cctc_202402145 crossref_primary_10_1016_j_mtener_2025_101929 crossref_primary_10_1007_s11581_022_04769_z crossref_primary_10_1016_j_cej_2025_168835 crossref_primary_10_1016_j_renene_2023_05_008 crossref_primary_10_1016_j_energy_2022_126482 crossref_primary_10_1002_anie_202414859 crossref_primary_10_1038_s41560_023_01275_y crossref_primary_10_1038_s41467_024_50219_x crossref_primary_10_1016_j_cej_2022_140419 crossref_primary_10_3390_ma12142219 crossref_primary_10_1002_adma_202308493 crossref_primary_10_1016_j_cej_2024_158974 crossref_primary_10_1016_j_jpowsour_2022_232220 crossref_primary_10_1016_j_cej_2024_157648 crossref_primary_10_1016_j_jpowsour_2022_232225 crossref_primary_10_1134_S0036024422120147 crossref_primary_10_26599_NR_2025_94907219 crossref_primary_10_1002_adfm_202426053 crossref_primary_10_1016_j_cej_2024_148912 crossref_primary_10_1016_j_measurement_2025_117319 crossref_primary_10_1016_j_ijhydene_2024_02_160 crossref_primary_10_1002_batt_202000096 crossref_primary_10_1016_j_cej_2021_129358 crossref_primary_10_1021_jacs_5c02229 crossref_primary_10_1002_smsc_202500256 crossref_primary_10_1016_j_jelechem_2020_114171 crossref_primary_10_1016_j_elecom_2023_107458 crossref_primary_10_1016_j_electacta_2018_07_035 crossref_primary_10_1002_smll_202407682 crossref_primary_10_1016_j_jpowsour_2024_235298 crossref_primary_10_1016_j_nanoen_2024_110293 crossref_primary_10_1016_j_jpowsour_2024_235053 crossref_primary_10_1016_j_cej_2024_156780 crossref_primary_10_1016_j_ceramint_2021_08_177 crossref_primary_10_3390_su14095677 crossref_primary_10_1007_s12274_023_5531_3 crossref_primary_10_1016_j_ijhydene_2024_01_120 crossref_primary_10_1002_anie_202318389 crossref_primary_10_1016_j_jechem_2023_05_033 crossref_primary_10_1016_j_jpowsour_2019_03_068 crossref_primary_10_1016_j_ijhydene_2024_01_364 crossref_primary_10_1016_j_jallcom_2023_169470 crossref_primary_10_1016_j_jpowsour_2025_237505 crossref_primary_10_1016_j_electacta_2020_136520 crossref_primary_10_1016_j_jpowsour_2023_233868 crossref_primary_10_1007_s10008_024_05853_2 crossref_primary_10_3390_pr10061206 crossref_primary_10_1016_j_apcatb_2025_125433 crossref_primary_10_1016_j_electacta_2020_136764 crossref_primary_10_1016_j_ijhydene_2021_03_134 crossref_primary_10_1016_j_ijhydene_2020_03_076 crossref_primary_10_1016_j_measurement_2023_113683 crossref_primary_10_1021_acsaem_4c03015 crossref_primary_10_1016_j_ijhydene_2023_05_323 crossref_primary_10_1002_cssc_202202015 crossref_primary_10_1016_j_jechem_2022_12_055 crossref_primary_10_1002_adfm_202506144 crossref_primary_10_1016_j_materresbull_2020_110967 crossref_primary_10_1002_smll_202407430 crossref_primary_10_1016_j_jpowsour_2022_232251 crossref_primary_10_1002_adfm_202517263 crossref_primary_10_1016_j_jpowsour_2023_233632 crossref_primary_10_1002_smll_202303305 crossref_primary_10_1002_chem_202203381 crossref_primary_10_1039_D5TA04017E crossref_primary_10_1002_ente_201801154 crossref_primary_10_3389_fenrg_2018_00087 crossref_primary_10_1039_D5SC03114A crossref_primary_10_1016_j_ijhydene_2025_04_285 crossref_primary_10_1016_j_ceramint_2023_11_113 crossref_primary_10_1016_j_jpowsour_2025_237517 crossref_primary_10_1016_j_jpowsour_2021_230817 crossref_primary_10_1016_j_ceramint_2024_06_348 crossref_primary_10_1016_j_ssi_2019_01_031 crossref_primary_10_1016_j_ceramint_2024_12_214 crossref_primary_10_1016_j_jcis_2024_05_009 crossref_primary_10_3390_pr9111859 crossref_primary_10_1016_j_electacta_2025_146795 crossref_primary_10_1016_j_ceramint_2024_06_341 crossref_primary_10_1002_adma_202502077 crossref_primary_10_3390_catal13050793 crossref_primary_10_1039_D5SC01241D crossref_primary_10_1002_adma_202507521 crossref_primary_10_1002_smtd_202400509 crossref_primary_10_1016_j_heliyon_2024_e32509 crossref_primary_10_1016_j_jpowsour_2024_234179 crossref_primary_10_1016_j_jpowsour_2023_233409 crossref_primary_10_1002_aesr_202500119 crossref_primary_10_1016_j_jechem_2022_09_030 crossref_primary_10_1016_j_jelechem_2024_118848 crossref_primary_10_1002_er_6746 crossref_primary_10_1149_1945_7111_ad3ad5 crossref_primary_10_1016_j_nxener_2025_100408 crossref_primary_10_1016_j_jpowsour_2025_236638 crossref_primary_10_1038_s41467_022_32393_y crossref_primary_10_1016_j_electacta_2024_145178 crossref_primary_10_1016_j_jpowsour_2025_237980 crossref_primary_10_1016_j_jcis_2024_05_236 crossref_primary_10_3390_ma18050944 crossref_primary_10_1016_j_electacta_2025_146560 crossref_primary_10_1038_s41467_025_63027_8 crossref_primary_10_1016_j_apsusc_2024_160620 crossref_primary_10_1016_j_jallcom_2021_163382 crossref_primary_10_1016_j_jpowsour_2024_235022 crossref_primary_10_1016_j_ces_2024_121157 crossref_primary_10_1016_j_enconman_2023_117877 crossref_primary_10_1016_j_electacta_2025_147413 crossref_primary_10_1002_smll_202407215 crossref_primary_10_1016_j_jpowsour_2023_233414 crossref_primary_10_1149_2162_8777_ad3259 crossref_primary_10_1016_j_est_2024_114024 crossref_primary_10_1016_j_jelechem_2023_117245 crossref_primary_10_1016_j_ijhydene_2025_01_230 crossref_primary_10_1016_j_jpowsour_2023_233652 crossref_primary_10_1016_j_jpowsour_2024_235016 crossref_primary_10_1002_anie_202502386 crossref_primary_10_1016_j_electacta_2024_144092 crossref_primary_10_1016_j_jeurceramsoc_2023_11_004 crossref_primary_10_1016_j_apenergy_2023_120977 crossref_primary_10_1155_2023_3893229 crossref_primary_10_1002_ange_202305552 crossref_primary_10_1002_smll_202506141 crossref_primary_10_1016_S1872_2067_23_64564_4 crossref_primary_10_1002_smll_202505053 crossref_primary_10_1016_j_jpowsour_2023_233418 crossref_primary_10_1016_j_apenergy_2019_02_065 crossref_primary_10_1016_j_apenergy_2023_121828 crossref_primary_10_1016_j_electacta_2025_145689 crossref_primary_10_1016_j_ijhydene_2023_09_190 crossref_primary_10_1002_aenm_202400353 crossref_primary_10_1016_j_electacta_2025_145682 crossref_primary_10_1016_j_ijhydene_2024_09_232 crossref_primary_10_1016_j_jpowsour_2019_226838 crossref_primary_10_1016_j_jpowsour_2024_234165 crossref_primary_10_1016_j_electacta_2022_141688 crossref_primary_10_1016_j_electacta_2022_140119 crossref_primary_10_1137_21M1392279 crossref_primary_10_1002_aenm_202403614 crossref_primary_10_1016_j_ssi_2023_116240 crossref_primary_10_54227_mlab_20230031 crossref_primary_10_1002_aenm_202300815 crossref_primary_10_1002_er_4302 crossref_primary_10_1002_anie_202307057 crossref_primary_10_1016_j_cej_2023_142051 crossref_primary_10_1002_advs_202406934 crossref_primary_10_1002_aenm_202200708 crossref_primary_10_1021_acsaem_4c03297 crossref_primary_10_1016_j_jpowsour_2024_235482 crossref_primary_10_1016_j_ijhydene_2020_09_086 crossref_primary_10_1002_aenm_202403608 crossref_primary_10_1002_aenm_202204077 crossref_primary_10_1016_j_ijhydene_2022_06_254 crossref_primary_10_1002_advs_202002510 crossref_primary_10_1016_j_jpowsour_2024_235236 crossref_primary_10_3390_en12010152 crossref_primary_10_1039_D5TA00079C crossref_primary_10_1016_j_isci_2025_111987 crossref_primary_10_1039_D3NR06081K crossref_primary_10_1002_adfm_202510497 crossref_primary_10_1002_adma_202512002 crossref_primary_10_1016_j_electacta_2023_143083 crossref_primary_10_1016_j_matchar_2025_115221 crossref_primary_10_1002_celc_202400329 crossref_primary_10_1002_smtd_202401233 crossref_primary_10_1002_adfm_202408447 crossref_primary_10_1016_j_electacta_2021_139261 crossref_primary_10_1002_smsc_202100042 crossref_primary_10_1016_j_ensm_2025_104385 crossref_primary_10_1016_j_jechem_2025_06_010 crossref_primary_10_1002_celc_202400563 crossref_primary_10_1002_smll_202203207 crossref_primary_10_1016_j_energy_2022_124202 crossref_primary_10_1016_j_jpowsour_2022_231782 crossref_primary_10_1039_D5EB00092K crossref_primary_10_1016_j_coelec_2018_12_003 crossref_primary_10_1016_j_est_2025_116927 crossref_primary_10_1016_j_ijhydene_2023_07_313 crossref_primary_10_1016_j_electacta_2021_139010 crossref_primary_10_1002_adfm_202315007 crossref_primary_10_1016_j_ijhydene_2020_06_243 crossref_primary_10_1007_s40843_024_3175_3 crossref_primary_10_1002_smll_202410672 crossref_primary_10_1016_j_ijhydene_2023_01_028 crossref_primary_10_1002_anie_202305552 crossref_primary_10_1002_adma_202410106 crossref_primary_10_1002_aesr_202100146 crossref_primary_10_1016_j_jpowsour_2023_232929 crossref_primary_10_1002_ange_202502386 crossref_primary_10_1016_j_nxener_2023_100065 crossref_primary_10_1016_j_jpowsour_2020_227951 crossref_primary_10_1016_j_cej_2024_149878 crossref_primary_10_1007_s11581_019_02935_4 crossref_primary_10_1016_j_ijhydene_2025_04_228 crossref_primary_10_1016_j_cej_2025_160956 crossref_primary_10_3390_batteries11070273 crossref_primary_10_26599_NR_2025_94907614 crossref_primary_10_1002_adma_202512257 crossref_primary_10_1016_j_ijhydene_2025_03_422 crossref_primary_10_1002_anie_202509132 crossref_primary_10_1016_j_apenergy_2018_10_043 crossref_primary_10_1016_j_jechem_2025_06_036 crossref_primary_10_1002_admi_202200702 crossref_primary_10_1016_j_chempr_2023_04_022 crossref_primary_10_1016_j_cej_2025_167557 crossref_primary_10_1016_j_corsci_2024_112230 crossref_primary_10_1016_j_jallcom_2024_176691 crossref_primary_10_1016_j_energy_2021_119833 crossref_primary_10_3390_en15103702 crossref_primary_10_1016_j_cej_2025_165139 crossref_primary_10_1002_adma_202200856 crossref_primary_10_1016_j_corsci_2024_112476 crossref_primary_10_1016_j_electacta_2017_08_154 crossref_primary_10_1002_advs_202308939 crossref_primary_10_1002_aenm_202202478 crossref_primary_10_1109_ACCESS_2022_3174067 crossref_primary_10_1021_acs_jchemed_5c00221 crossref_primary_10_1149_1945_7111_adde88 crossref_primary_10_1016_j_apenergy_2023_120788 crossref_primary_10_1016_j_jechem_2025_07_081 crossref_primary_10_1016_j_ceramint_2024_05_399 crossref_primary_10_1039_D5SE00172B crossref_primary_10_1039_D5TA02075A crossref_primary_10_1016_j_jcis_2022_06_018 crossref_primary_10_1016_j_jpowsour_2025_237122 crossref_primary_10_1002_smll_202401502 crossref_primary_10_1016_j_ijhydene_2023_02_098 crossref_primary_10_1016_j_nexres_2025_100739 crossref_primary_10_1088_1742_6596_2385_1_012052 crossref_primary_10_3390_pr9050848 crossref_primary_10_1016_j_compositesb_2024_111305 crossref_primary_10_1016_j_jechem_2025_06_044 crossref_primary_10_3390_ma17061412 crossref_primary_10_1002_ange_202414859 crossref_primary_10_1038_s41598_023_45763_3 crossref_primary_10_3390_membranes14020044 crossref_primary_10_1016_j_jelechem_2024_118254 crossref_primary_10_1039_D4EE03893B crossref_primary_10_1002_smll_202503053 crossref_primary_10_1002_smll_202304060 crossref_primary_10_1016_j_jechem_2025_08_063 crossref_primary_10_1007_s12274_022_5221_6 crossref_primary_10_1002_ange_202507865 crossref_primary_10_1016_j_electacta_2024_145583 crossref_primary_10_1002_adma_202306701 crossref_primary_10_1039_D5EE01311A crossref_primary_10_1149_1945_7111_ad3ebc crossref_primary_10_1016_j_ijhydene_2022_07_243 crossref_primary_10_1016_j_cej_2023_141822 crossref_primary_10_1002_advs_202505304 crossref_primary_10_1007_s11581_024_05431_6 crossref_primary_10_1016_j_electacta_2023_143289 crossref_primary_10_1016_j_ijhydene_2023_03_061 crossref_primary_10_1016_j_compositesb_2024_111517 crossref_primary_10_3390_membranes14040072 crossref_primary_10_1016_j_ceramint_2024_04_176 crossref_primary_10_1002_ange_202404861 crossref_primary_10_3390_nano12223936 crossref_primary_10_1016_j_jpowsour_2022_231101 crossref_primary_10_1021_jacs_4c15552 crossref_primary_10_1111_jace_19530 crossref_primary_10_1002_smll_202505200 crossref_primary_10_1016_j_apcatb_2024_124880 crossref_primary_10_1016_j_est_2023_107601 crossref_primary_10_1016_j_jallcom_2024_176231 crossref_primary_10_1016_j_fuel_2024_131098 crossref_primary_10_1016_j_mtcomm_2024_111021 crossref_primary_10_1016_j_jpowsour_2020_227758 crossref_primary_10_3390_cryst8120443 crossref_primary_10_1002_ange_202423138 crossref_primary_10_1016_j_cej_2025_167548 crossref_primary_10_1016_j_jpowsour_2025_236498 crossref_primary_10_1016_j_jpowsour_2025_237345 crossref_primary_10_1016_j_nxener_2023_100024 crossref_primary_10_1016_j_jechem_2023_04_038 crossref_primary_10_1002_cnma_202500432 crossref_primary_10_1007_s12274_023_6361_z crossref_primary_10_1016_j_electacta_2025_145873 crossref_primary_10_1002_smll_202412647 crossref_primary_10_1002_adfm_202408880 crossref_primary_10_1007_s10008_021_05063_0 crossref_primary_10_1016_j_ssi_2016_08_009 crossref_primary_10_1007_s10800_024_02095_y crossref_primary_10_1016_j_jallcom_2025_178705 crossref_primary_10_1007_s10854_021_05353_3 crossref_primary_10_1016_j_carbon_2025_120145 crossref_primary_10_1016_j_jelechem_2021_115309 crossref_primary_10_1002_adma_202001212 crossref_primary_10_1016_j_jpowsour_2025_237793 crossref_primary_10_1002_aenm_202301712 crossref_primary_10_1016_j_energy_2020_119556 crossref_primary_10_1002_smll_202505424 crossref_primary_10_1016_j_jpowsour_2025_237314 crossref_primary_10_1002_smll_202402862 crossref_primary_10_1016_j_jallcom_2023_170624 crossref_primary_10_1002_aenm_202401048 crossref_primary_10_1016_j_ijhydene_2025_02_406 crossref_primary_10_1016_j_est_2021_103909 crossref_primary_10_1016_j_jpowsour_2022_232450 crossref_primary_10_1002_aenm_202101899 crossref_primary_10_1016_j_jpowsour_2022_231120 crossref_primary_10_1021_acsaem_5c01281 crossref_primary_10_1016_j_ijhydene_2022_07_213 crossref_primary_10_1016_j_electacta_2017_07_152 crossref_primary_10_1002_cey2_70037 crossref_primary_10_1002_cssc_202301063 crossref_primary_10_1109_TDEI_2023_3262496 crossref_primary_10_1016_j_jelechem_2025_118987 crossref_primary_10_1016_j_jpowsour_2025_236219 crossref_primary_10_1016_j_jpowsour_2023_232737 crossref_primary_10_1016_j_jechem_2025_08_074 crossref_primary_10_1016_j_jhazmat_2025_139781 crossref_primary_10_1002_cssc_202500039 crossref_primary_10_3390_applnano1010003 crossref_primary_10_1016_j_ceramint_2022_01_157 crossref_primary_10_1016_j_apenergy_2018_03_182 crossref_primary_10_1016_j_ceramint_2024_04_390 crossref_primary_10_1016_j_apsusc_2024_160448 crossref_primary_10_1016_j_fuel_2023_128642 crossref_primary_10_1016_j_rser_2024_115226 crossref_primary_10_1002_anie_202513887 crossref_primary_10_1007_s40820_023_01298_w crossref_primary_10_1016_j_jpowsour_2022_231356 crossref_primary_10_1016_j_nanoen_2024_109939 crossref_primary_10_1016_j_apenergy_2025_126259 crossref_primary_10_1016_j_cej_2022_138327 crossref_primary_10_1016_j_jallcom_2024_174065 crossref_primary_10_1016_j_carbon_2025_120367 crossref_primary_10_1016_j_jeurceramsoc_2021_09_059 crossref_primary_10_1016_j_jpowsour_2023_232748
Cites_doi	10.1016/S0013-4686(02)00065-8 10.1017/S0962492900000015 10.1007/s11075-007-9072-8 10.1016/j.ssi.2004.11.023 10.1006/jcph.1999.6269 10.1016/j.ssi.2010.10.004 10.1149/1.2048478 10.1016/j.jpowsour.2012.05.012 10.1023/A:1011403112850 10.1016/0010-938X(95)00002-2 10.1016/j.jpowsour.2012.07.100 10.1002/nme.489 10.1016/j.solmat.2004.07.017 10.1149/1.1836485 10.1149/1.2069522 10.1021/ja01847a013 10.1016/S0378-7753(97)02665-7 10.1039/B814914C 10.1002/elan.200390114 10.1007/978-1-4899-1268-8_13 10.1016/j.clnu.2004.06.004 10.1149/1.2908860 10.1016/j.electacta.2008.01.020 10.1109/94.933337 10.1007/s11075-007-9136-9 10.1016/j.electacta.2014.12.059 10.1016/S0378-7753(99)00331-6 10.15388/NA.2004.9.1.15172 10.1016/S0022-0728(99)00334-4 10.1016/0013-4686(90)80002-6 10.1007/s10832-009-9565-z 10.1021/jp052768h 10.1016/j.jpowsour.2010.09.121 10.1016/j.corsci.2010.09.067 10.1149/1.2976212 10.1109/TBME.2005.847523 10.1016/j.electacta.2014.09.058 10.1016/S0167-2738(02)00185-6 10.1016/S0167-2738(98)00008-3 10.1023/A:1011916902934 10.1093/imanum/drn064 10.1016/j.cam.2014.09.017 10.1016/j.jpowsour.2013.11.010 10.1016/S0378-7753(02)00558-X 10.1063/1.1690495 10.1016/j.jpowsour.2012.12.020 10.1021/acs.jpcc.5b02335 10.1016/j.camwa.2007.01.028 10.1016/j.corsci.2009.08.045 10.1149/1.3564865 10.1016/j.electacta.2012.09.073 10.1016/S0893-6080(05)80038-3 10.1023/A:1020599525160 10.1016/S0378-7753(00)00666-2 10.1109/72.80341 10.1016/j.apsusc.2005.06.035 10.1103/PhysRevB.44.7306 10.1016/S0378-7753(01)00560-2 10.1063/1.1737047 10.1016/0032-3861(67)90021-3 10.1063/1.2188053 10.1149/1.3589186 10.1007/s10444-004-1812-x 10.1016/j.enganabound.2009.03.002 10.1088/0266-5611/29/4/045006
ContentType	Journal Article
Copyright	2015 Elsevier Ltd
Copyright_xml	– notice: 2015 Elsevier Ltd
DBID	AAYXX CITATION
DOI	10.1016/j.electacta.2015.09.097
DatabaseName	CrossRef
DatabaseTitle	CrossRef
DatabaseTitleList
DeliveryMethod	fulltext_linktorsrc
Discipline	Engineering Chemistry
EISSN	1873-3859
EndPage	499
ExternalDocumentID	10_1016_j_electacta_2015_09_097 S0013468615305090
GroupedDBID	--K --M -~X .~1 0R~ 1B1 1RT 1~. 1~5 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AARLI AAXUO ABFNM ABFRF ABJNI ABMAC ABNUV ABYKQ ACBEA ACDAQ ACGFO ACGFS ACIWK ACNCT ACRLP ADBBV ADECG ADEWK ADEZE ADIYS AEBSH AEFWE AEKER AENEX AFKWA AFTJW AFZHZ AGHFR AGUBO AGYEJ AHHHB AHPOS AIEXJ AIKHN AITUG AJBFU AJOXV AJSZI AKURH ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AXJTR BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD ENUVR EO8 EO9 EP2 EP3 F5P FDB FIRID FLBIZ FNPLU FYGXN G-Q GBLVA IHE J1W KOM M36 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 RIG RNS ROL RPZ SDF SDG SDP SES SPC SPCBC SSG SSK SSZ T5K TWZ UPT WH7 XPP YK3 ZMT ~02 ~G- 29G 41~ 53G 9DU AAQXK AATTM AAXKI AAYWO AAYXX ABEFU ABWVN ABXDB ACLOT ACNNM ACRPL ACVFH ADCNI ADMUD ADNMO AEIPS AEUPX AFJKZ AFPUW AGQPQ AI. AIDUJ AIGII AIIUN AJQLL AKBMS AKRWK AKYEP ANKPU APXCP ASPBG AVWKF AZFZN CITATION EFKBS FEDTE FGOYB HMU HVGLF HZ~ H~9 LPU R2- SC5 SCB SCH SEW T9H VH1 WUQ XOL ZY4 ~HD
ID	FETCH-LOGICAL-c352t-64c475c5daa66a3efc66a53a5f93b825147f8e539577038bfc852ac3117737463
ISICitedReferencesCount	1649
ISICitedReferencesURI	http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000366016900059&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN	0013-4686
IngestDate	Sat Nov 29 03:09:31 EST 2025 Tue Nov 18 20:47:30 EST 2025 Fri Feb 23 02:21:54 EST 2024
IsPeerReviewed	true
IsScholarly	true
Keywords	impedance spectroscopy radial basis functions lithium-ion batteries distribution of relaxation times regularization
Language	English
LinkModel	OpenURL
MergedId	FETCHMERGED-LOGICAL-c352t-64c475c5daa66a3efc66a53a5f93b825147f8e539577038bfc852ac3117737463
ORCID	0000-0003-0614-5537
PageCount	17
ParticipantIDs	crossref_primary_10_1016_j_electacta_2015_09_097 crossref_citationtrail_10_1016_j_electacta_2015_09_097 elsevier_sciencedirect_doi_10_1016_j_electacta_2015_09_097
PublicationCentury	2000
PublicationDate	2015-12-01
PublicationDateYYYYMMDD	2015-12-01
PublicationDate_xml	– month: 12 year: 2015 text: 2015-12-01 day: 01
PublicationDecade	2010
PublicationTitle	Electrochimica acta
PublicationYear	2015
Publisher	Elsevier Ltd
Publisher_xml	– name: Elsevier Ltd
References	Ciubotariu, Benea, Lakatos-Varsanyi, Dragan (bib0025) 2008; 53 Nishikata, Ichihara, Tsuru (bib0030) 1995; 37 Wilkinson (bib0270) 1965 Ciucci (bib0275) 2013; 87 Fabregat-Santiago, Bisquert, Garcia-Belmonte, Boschloo, Hagfeldt (bib0035) 2005; 87 Mikonis, Banys, Grigalaitis, Matulis, Lapinskas, Völkel (bib0155) 2013; 11 Buhmann (bib0185) 2000; 9 Alvarez, Alegra, Colmenero (bib0335) 1991; 44 Hansen (bib0165) 2007; 46 Chen, Liu, Amine (bib0075) 2001; 96 Fasshauer, Zhang (bib0380) 2007; 45 Springer, Zawodzinski, Wilson, Gottesfield (bib0015) 1996; 143 He, Mansfeld (bib0020) 2009; 2 Saccoccio, Wan, Chen, Ciucci (bib0175) 2014; 147 Havriliak, Negami (bib0315) 1967; 8 Fasshauer (bib0265) 2005 Agarwal, Crisalle, Orazem, Garcia-Rubio (bib0280) 1995; 142 Buller, Thele, Karden, De Doncker (bib0285) 2003; 113 Winterhalter, Ebling, Maier, Honerkamp (bib0250) 1999; 153 Chen, Chen, Dong, Shao, Ciucci (bib0305) 2014; 250 Schichlein, Müller, Voigts, Krügel, Ivers-Tiffée (bib0240) 2002; 32 Tesler, Lewin, Baltianski, Tsur (bib0110) 2010; 24 Fornberg, Flyer (bib0220) 2005; 23 Schmidt, Berg, Schönleber, Weber, Ivers-Tiffée (bib0360) 2013; 221 Fornberg, Zuev (bib0230) 2007; 54 Chen, Cowan, Grant (bib0195) 1991; 2 Carr, Beatson, Cherrie, Mitchell, Fright, McCallum, Evans (bib0215) 2001 Borenstein, Hershkovitz, Oz, Luski, Tsur, Aurbach (bib0105) 2015; 119 . Fornberg, Flyer, Russell (bib0225) 2010 Ecker, Gerschler, Vogel, Käbitz, Hust, Dechent, Sauer (bib0290) 2012; 215 G.S. Watson, Smooth regression analysis, Sankhyā: The Indian Journal of Statistics, Series A, (1964) 359-372. Wang, Liu (bib0200) 2002; 54 Zoubir, Iskander (bib0370) 2004 Tuncer, Macdonald (bib0130) 2006; 99 Hörlin (bib0135) 1998; 107 Orr (bib0205) 1996 Han, Koide, Chiba, Mitate (bib0070) 2004; 84 Kyle, Bosaeus, De Lorenzo, Deurenberg, Elia, Gómez, Heitmann, Kent-Smith, Melchior, Pirlich, Scharfetter, Schols, Pichard (bib0045) 2004; 23 Fuoss, Kirkwood (bib0300) 1941; 63 Schmidt, Chrobak, Ender, Illig, Klotz, Ivers-Tiffée (bib0010) 2011; 196 Hansen, Hogue, Sander, Renaut, Popat (bib0340) 2015; 278 Müller, Urban, Hölderich (bib0080) 1999; 84 Hershkovitz, Baltianski, Tsur (bib0115) 2011; 188 Illig, Schmidt, Weiss, Weber, Ivers-Tiffée (bib0140) 2013; 239 Jung, Tuller (bib0310) 2008; 155 M. Van Loan, P., Withers, J., Matthie, P., Mayclin, Use of bioimpedance spectroscopy to determine extracellular fluid, intracellular fluid, total body water, and fat-free mass, in: K. Ellis, J. Eastman (Eds.) Human Body Composition, Springer US, 1993, pp. 67-70. Musavi, Ahmed, Chan, Faris, Hummels (bib0210) 1992; 5 Boukamp, Bouwmeester (bib0320) 2003; 157 F. Bernal, M. Kindelan, On the enriched RBF method for singular potential problems, Engineering analysis with boundary elements, 33 (2009) 1062-1073. Piller, Perrin, Jossen (bib0355) 2001; 96 Buhmann (bib0190) 2003 Renaut, Baker, Horst, Johnson, Nasir (bib0160) 2013; 29 Illig, Chrobak, Klotz, Ivers-Tiffée (bib0365) 2011; 33 Wang, Moser, Grätzel (bib0040) 2005; 109 Macdonald (bib0090) 1990; 35 Katz, Willner (bib0055) 2003; 15 Dion, Lasia (bib0095) 1999; 475 Sonn, Leonide, Ivers-Tiffée (bib0100) 2008; 155 Huet (bib0345) 1998; 70 Tuncer, Gubanski (bib0125) 2001; 8 Macutkevic, Banys, Matulis (bib0150) 2004; 9 Haeri, Goldberg, Gilbert (bib0325) 2011; 53 Orazem, Shukla, Membrino (bib0235) 2002; 47 Bojinov, Karastoyanov, Kinnunen, Saario (bib0330) 2010; 52 Macdonald, Barsoukov (bib0005) 2005; 1 Go, Bashir, Sarikaya, Ladisch, Sturgis, Robinson, Geng, Bhunia, Apple, Wereley (bib0065) 2001; 3 Dygas (bib0295) 2005; 176 Christensen, Christensen (bib0180) 2012 O’Hayre, Lee, Prinz (bib0350) 2004; 95 Hershkovitz, Tomer, Baltianski, Tsur (bib0120) 2011; 33 Trefethen (bib0260) 2013 Boukamp (bib0145) 2015; 154 Kissi, Bouklah, Hammouti, Benkaddour (bib0085) 2006; 252 Franks, Schenker, Schmutz, Hierlemann (bib0060) 2005; 52 DRTtools and the manual Agarwal, Orazem, Garcia-Rubio (bib0245) 1992; 139 Kohn, Smith, Chan (bib0170) 2001; 11 Hansen (10.1016/j.electacta.2015.09.097_bib0340) 2015; 278 Bojinov (10.1016/j.electacta.2015.09.097_bib0330) 2010; 52 Springer (10.1016/j.electacta.2015.09.097_bib0015) 1996; 143 Fasshauer (10.1016/j.electacta.2015.09.097_bib0380) 2007; 45 Kissi (10.1016/j.electacta.2015.09.097_bib0085) 2006; 252 Buhmann (10.1016/j.electacta.2015.09.097_bib0185) 2000; 9 He (10.1016/j.electacta.2015.09.097_bib0020) 2009; 2 Chen (10.1016/j.electacta.2015.09.097_bib0075) 2001; 96 Tesler (10.1016/j.electacta.2015.09.097_bib0110) 2010; 24 Kohn (10.1016/j.electacta.2015.09.097_bib0170) 2001; 11 Wilkinson (10.1016/j.electacta.2015.09.097_bib0270) 1965 Buller (10.1016/j.electacta.2015.09.097_bib0285) 2003; 113 Dygas (10.1016/j.electacta.2015.09.097_bib0295) 2005; 176 Wang (10.1016/j.electacta.2015.09.097_bib0200) 2002; 54 Buhmann (10.1016/j.electacta.2015.09.097_bib0190) 2003 Fornberg (10.1016/j.electacta.2015.09.097_bib0225) 2010 Saccoccio (10.1016/j.electacta.2015.09.097_bib0175) 2014; 147 Mikonis (10.1016/j.electacta.2015.09.097_bib0155) 2013; 11 Haeri (10.1016/j.electacta.2015.09.097_bib0325) 2011; 53 Zoubir (10.1016/j.electacta.2015.09.097_bib0370) 2004 Piller (10.1016/j.electacta.2015.09.097_bib0355) 2001; 96 Schmidt (10.1016/j.electacta.2015.09.097_bib0360) 2013; 221 Wang (10.1016/j.electacta.2015.09.097_bib0040) 2005; 109 Alvarez (10.1016/j.electacta.2015.09.097_bib0335) 1991; 44 Nishikata (10.1016/j.electacta.2015.09.097_bib0030) 1995; 37 Fasshauer (10.1016/j.electacta.2015.09.097_bib0265) 2005 Han (10.1016/j.electacta.2015.09.097_bib0070) 2004; 84 Dion (10.1016/j.electacta.2015.09.097_bib0095) 1999; 475 Renaut (10.1016/j.electacta.2015.09.097_bib0160) 2013; 29 Illig (10.1016/j.electacta.2015.09.097_bib0365) 2011; 33 Fornberg (10.1016/j.electacta.2015.09.097_bib0220) 2005; 23 Carr (10.1016/j.electacta.2015.09.097_bib0215) 2001 10.1016/j.electacta.2015.09.097_bib0385 Tuncer (10.1016/j.electacta.2015.09.097_bib0125) 2001; 8 Boukamp (10.1016/j.electacta.2015.09.097_bib0145) 2015; 154 Jung (10.1016/j.electacta.2015.09.097_bib0310) 2008; 155 Havriliak (10.1016/j.electacta.2015.09.097_bib0315) 1967; 8 Winterhalter (10.1016/j.electacta.2015.09.097_bib0250) 1999; 153 Katz (10.1016/j.electacta.2015.09.097_bib0055) 2003; 15 Kyle (10.1016/j.electacta.2015.09.097_bib0045) 2004; 23 Franks (10.1016/j.electacta.2015.09.097_bib0060) 2005; 52 Orazem (10.1016/j.electacta.2015.09.097_bib0235) 2002; 47 Ecker (10.1016/j.electacta.2015.09.097_bib0290) 2012; 215 Macdonald (10.1016/j.electacta.2015.09.097_bib0090) 1990; 35 Illig (10.1016/j.electacta.2015.09.097_bib0140) 2013; 239 Fuoss (10.1016/j.electacta.2015.09.097_bib0300) 1941; 63 Sonn (10.1016/j.electacta.2015.09.097_bib0100) 2008; 155 Hershkovitz (10.1016/j.electacta.2015.09.097_bib0120) 2011; 33 Schmidt (10.1016/j.electacta.2015.09.097_bib0010) 2011; 196 Hörlin (10.1016/j.electacta.2015.09.097_bib0135) 1998; 107 10.1016/j.electacta.2015.09.097_bib0375 10.1016/j.electacta.2015.09.097_bib0255 Fabregat-Santiago (10.1016/j.electacta.2015.09.097_bib0035) 2005; 87 Tuncer (10.1016/j.electacta.2015.09.097_bib0130) 2006; 99 Hansen (10.1016/j.electacta.2015.09.097_bib0165) 2007; 46 Agarwal (10.1016/j.electacta.2015.09.097_bib0280) 1995; 142 Fornberg (10.1016/j.electacta.2015.09.097_bib0230) 2007; 54 Macutkevic (10.1016/j.electacta.2015.09.097_bib0150) 2004; 9 Go (10.1016/j.electacta.2015.09.097_bib0065) 2001; 3 Ciucci (10.1016/j.electacta.2015.09.097_bib0275) 2013; 87 Boukamp (10.1016/j.electacta.2015.09.097_bib0320) 2003; 157 Orr (10.1016/j.electacta.2015.09.097_bib0205) 1996 Ciubotariu (10.1016/j.electacta.2015.09.097_bib0025) 2008; 53 Chen (10.1016/j.electacta.2015.09.097_bib0195) 1991; 2 Musavi (10.1016/j.electacta.2015.09.097_bib0210) 1992; 5 Chen (10.1016/j.electacta.2015.09.097_bib0305) 2014; 250 10.1016/j.electacta.2015.09.097_bib0050 Schichlein (10.1016/j.electacta.2015.09.097_bib0240) 2002; 32 Müller (10.1016/j.electacta.2015.09.097_bib0080) 1999; 84 Huet (10.1016/j.electacta.2015.09.097_bib0345) 1998; 70 Macdonald (10.1016/j.electacta.2015.09.097_bib0005) 2005; 1 Trefethen (10.1016/j.electacta.2015.09.097_bib0260) 2013 O’Hayre (10.1016/j.electacta.2015.09.097_bib0350) 2004; 95 Agarwal (10.1016/j.electacta.2015.09.097_bib0245) 1992; 139 Hershkovitz (10.1016/j.electacta.2015.09.097_bib0115) 2011; 188 Christensen (10.1016/j.electacta.2015.09.097_bib0180) 2012 Borenstein (10.1016/j.electacta.2015.09.097_bib0105) 2015; 119
References_xml	– volume: 37 start-page: 897 year: 1995 end-page: 911 ident: bib0030 article-title: An application of electrochemical impedance spectroscopy to atmospheric corrosion study publication-title: Corrosion Science – volume: 109 start-page: 14945 year: 2005 end-page: 14953 ident: bib0040 article-title: Electrochemical impedance spectroscopic analysis of dye-sensitized solar cells publication-title: The Journal of Physical Chemistry B – year: 2004 ident: bib0370 article-title: Bootstrap techniques for signal processing – volume: 44 start-page: 7306 year: 1991 ident: bib0335 article-title: Relationship between the time-domain Kohlrausch-Williams-Watts and frequency-domain Havriliak-Negami relaxation functions publication-title: Physical Review B – volume: 23 start-page: 1226 year: 2004 end-page: 1243 ident: bib0045 article-title: Bioelectrical impedance analysis—part I: Review of principles and methods publication-title: Clinical Nutrition – volume: 52 start-page: 1295 year: 2005 end-page: 1302 ident: bib0060 article-title: Impedance characterization and modeling of electrodes for biomedical applications publication-title: Biomedical Engineering, IEEE Transactions on – volume: 2 start-page: 302 year: 1991 end-page: 309 ident: bib0195 article-title: Orthogonal least squares learning algorithm for radial basis function networks publication-title: Neural Networks, IEEE Transactions on – volume: 188 start-page: 104 year: 2011 end-page: 109 ident: bib0115 article-title: Harnessing evolutionary programming for impedance spectroscopy analysis: A case study of mixed ionic-electronic conductors publication-title: Solid State Ionics – volume: 239 start-page: 670 year: 2013 end-page: 679 ident: bib0140 article-title: Understanding the impedance spectrum of 18650 LiFePO publication-title: Journal of Power Sources – year: 2013 ident: bib0260 article-title: Approximation Theory and Approximation Practice – volume: 32 start-page: 875 year: 2002 end-page: 882 ident: bib0240 article-title: Deconvolution of electrochemical impedance spectra for the identification of electrode reaction mechanisms in solid oxide fuel cells publication-title: Journal of Applied Electrochemistry – volume: 63 start-page: 385 year: 1941 end-page: 394 ident: bib0300 article-title: Electrical Properties of Solids. VIII. Dipole Moments in Polyvinyl Chloride-Diphenyl Systems publication-title: Journal of the American Chemical Society – volume: 147 start-page: 470 year: 2014 end-page: 482 ident: bib0175 article-title: Optimal regularization in distribution of relaxation times applied to electrochemical impedance spectroscopy: Ridge and Lasso Regression methods - a theoretical and experimental study publication-title: Electrochimica Acta – volume: 5 start-page: 595 year: 1992 end-page: 603 ident: bib0210 article-title: On the training of radial basis function classifiers publication-title: Neural Networks – volume: 54 start-page: 1623 year: 2002 end-page: 1648 ident: bib0200 article-title: A point interpolation meshless method based on radial basis functions publication-title: International Journal for Numerical Methods in Engineering – volume: 278 start-page: 52 year: 2015 end-page: 74 ident: bib0340 article-title: Non-negatively constrained least squares and parameter choice by the residual periodogram for the inversion of electrochemical impedance spectroscopy data publication-title: Journal of Computational and Applied Mathematics – volume: 95 start-page: 8382 year: 2004 end-page: 8392 ident: bib0350 article-title: Ionic and electronic impedance imaging using atomic force microscopy publication-title: Journal of Applied Physics – volume: 53 start-page: 582 year: 2011 end-page: 588 ident: bib0325 article-title: The voltage-dependent electrochemical impedance spectroscopy of CoCrMo medical alloy using time-domain techniques: Generalized Cauchy–Lorentz, and KWW–Randles functions describing non-ideal interfacial behaviour publication-title: Corrosion Science – year: 1965 ident: bib0270 article-title: The algebraic eigenvalue problem – volume: 143 start-page: 587 year: 1996 end-page: 599 ident: bib0015 article-title: Characterization of polymer electrolyte fuel cells using AC impedance spectroscopy publication-title: Journal of The Electrochemical Society – volume: 153 start-page: 139 year: 1999 end-page: 159 ident: bib0250 article-title: Analysis of admittance data: Comparison of a parametric and a nonparametric method publication-title: Journal of Computational Physics – volume: 252 start-page: 4190 year: 2006 end-page: 4197 ident: bib0085 article-title: Establishment of equivalent circuits from electrochemical impedance spectroscopy study of corrosion inhibition of steel by pyrazine in sulphuric acidic solution publication-title: Applied Surface Science – volume: 157 start-page: 29 year: 2003 end-page: 33 ident: bib0320 article-title: Interpretation of the Gerischer impedance in solid state ionics publication-title: Solid State Ionics – volume: 11 start-page: 313 year: 2001 end-page: 322 ident: bib0170 article-title: Nonparametric regression using linear combinations of basis functions publication-title: Statistics and Computing – volume: 84 start-page: 2433 year: 2004 end-page: 2435 ident: bib0070 article-title: Modeling of an equivalent circuit for dye-sensitized solar cells publication-title: Applied Physics Letters – volume: 113 start-page: 422 year: 2003 end-page: 430 ident: bib0285 article-title: Impedance-based non-linear dynamic battery modeling for automotive applications publication-title: Journal of Power Sources – volume: 84 start-page: 157 year: 1999 end-page: 160 ident: bib0080 article-title: Impedance studies on direct methanol fuel cell anodes publication-title: Journal of Power Sources – volume: 142 start-page: 4149 year: 1995 end-page: 4158 ident: bib0280 article-title: Application of measurement models to impedance spectroscopy II. Determination of the stochastic contribution to the error structure publication-title: Journal of The Electrochemical Society – volume: 96 start-page: 321 year: 2001 end-page: 328 ident: bib0075 article-title: Symmetric cell approach and impedance spectroscopy of high power lithium-ion batteries publication-title: Journal of Power Sources – volume: 8 start-page: 161 year: 1967 end-page: 210 ident: bib0315 article-title: A complex plane representation of dielectric and mechanical relaxation processes in some polymers publication-title: Polymer – volume: 87 start-page: 532 year: 2013 end-page: 545 ident: bib0275 article-title: Revisiting parameter identification in electrochemical impedance spectroscopy: Weighted least squares and optimal experimental design publication-title: Electrochimica Acta – volume: 87 start-page: 117 year: 2005 end-page: 131 ident: bib0035 article-title: Influence of electrolyte in transport and recombination in dye-sensitized solar cells studied by impedance spectroscopy publication-title: Solar Energy Materials and Solar Cells – volume: 3 start-page: 201 year: 2001 end-page: 209 ident: bib0065 article-title: Microfluidic biochip for impedance spectroscopy of biological species publication-title: Biomedical Microdevices – volume: 33 start-page: 3 year: 2011 end-page: 15 ident: bib0365 article-title: Evaluation of the rate determining processes for LiFePO publication-title: ECS Transactions – volume: 24 start-page: 245 year: 2010 end-page: 260 ident: bib0110 article-title: Analyzing results of impedance spectroscopy using novel evolutionary programming techniques publication-title: Journal of Electroceramics – volume: 8 start-page: 310 year: 2001 end-page: 320 ident: bib0125 article-title: On dielectric data analysis. Using the Monte Carlo method to obtain relaxation time distribution and comparing non-linear spectral function fits publication-title: Dielectrics and Electrical Insulation, IEEE Transactions on – volume: 46 start-page: 189 year: 2007 end-page: 194 ident: bib0165 article-title: Regularization tools version 4.0 for Matlab 7.3 publication-title: Numerical Algorithms – volume: 35 start-page: 1483 year: 1990 end-page: 1492 ident: bib0090 article-title: Impedance spectroscopy: Old problems and new developments publication-title: Electrochimica Acta – start-page: 47 year: 2005 end-page: 57 ident: bib0265 article-title: RBF collocation methods and pseudospectral methods – start-page: 67 year: 2001 end-page: 76 ident: bib0215 article-title: Reconstruction and representation of 3D objects with radial basis functions publication-title: Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, ACM, pp – volume: 176 start-page: 2065 year: 2005 end-page: 2078 ident: bib0295 article-title: Dielectric function of ionic conductors studied by impedance spectroscopy publication-title: Solid State Ionics – volume: 221 start-page: 70 year: 2013 end-page: 77 ident: bib0360 article-title: The distribution of relaxation times as basis for generalized time-domain models for Li-ion batteries publication-title: Journal of Power Sources – volume: 1 start-page: 8 year: 2005 ident: bib0005 article-title: Impedance spectroscopy: Theory, experiment, and applications publication-title: History – volume: 155 start-page: B675 year: 2008 end-page: B679 ident: bib0100 article-title: Combined deconvolution and CNLS fitting approach applied on the impedance response of technical Ni/8YSZ cermet electrodes publication-title: Journal of The Electrochemical Society – volume: 9 start-page: 1 year: 2000 end-page: 38 ident: bib0185 article-title: Radial basis functions publication-title: Acta Numerica 2000 – volume: 215 start-page: 248 year: 2012 end-page: 257 ident: bib0290 article-title: Development of a lifetime prediction model for lithium-ion batteries based on extended accelerated aging test data publication-title: Journal of Power Sources – volume: 45 start-page: 345 year: 2007 end-page: 368 ident: bib0380 article-title: On choosing optimal shape parameters for RBF approximation publication-title: Numerical Algorithms – reference: F. Bernal, M. Kindelan, On the enriched RBF method for singular potential problems, Engineering analysis with boundary elements, 33 (2009) 1062-1073. – volume: 15 start-page: 913 year: 2003 end-page: 947 ident: bib0055 article-title: Probing biomolecular interactions at conductive and semiconductive surfaces by impedance spectroscopy: Routes to impedimetric immunosensors, DNA-sensors, and enzyme biosensors publication-title: Electroanalysis – volume: 119 start-page: 12165 year: 2015 end-page: 12173 ident: bib0105 article-title: Use of 1,10-Phenanthroline as an Additive for High-Performance Supercapacitors publication-title: The Journal of Physical Chemistry C – volume: 23 start-page: 5 year: 2005 end-page: 20 ident: bib0220 article-title: Accuracy of radial basis function interpolation and derivative approximations on 1-D infinite grids publication-title: Advances in Computational Mathematics – volume: 9 start-page: 75 year: 2004 end-page: 84 ident: bib0150 article-title: Determination of the distribution of the relaxation times from dielectric spectra publication-title: Nonlinear Analysis: Modelling and Control – volume: 154 start-page: 35 year: 2015 end-page: 46 ident: bib0145 article-title: Fourier transform distribution function of relaxation times; application and limitations publication-title: Electrochimica Acta – volume: 155 start-page: B1194 year: 2008 end-page: B1201 ident: bib0310 article-title: Investigation of Cathode Behavior of Model Thin-Film SrTi publication-title: Journal of The Electrochemical Society – year: 2003 ident: bib0190 article-title: Radial basis functions: Theory and implementations – start-page: 149 year: 2010 end-page: 172 ident: bib0225 article-title: Comparisons between pseudospectral and radial basis function derivative approximations publication-title: IMA Journal of Numerical Analysis – volume: 250 start-page: 188 year: 2014 end-page: 195 ident: bib0305 article-title: Cobalt-free polycrystalline Ba publication-title: Journal of Power Sources – volume: 53 start-page: 4557 year: 2008 end-page: 4563 ident: bib0025 article-title: Electrochemical impedance spectroscopy and corrosion behaviour of Al publication-title: Electrochimica Acta – volume: 54 start-page: 379 year: 2007 end-page: 398 ident: bib0230 article-title: The Runge phenomenon and spatially variable shape parameters in RBF interpolation publication-title: Computers & Mathematics with Applications – volume: 475 start-page: 28 year: 1999 end-page: 37 ident: bib0095 article-title: The use of regularization methods in the deconvolution of underlying distributions in electrochemical processes publication-title: Journal of Electroanalytical Chemistry – volume: 99 start-page: 074106 year: 2006 ident: bib0130 article-title: Comparison of methods for estimating continuous distributions of relaxation times publication-title: Journal of Applied Physics – reference: G.S. Watson, Smooth regression analysis, Sankhyā: The Indian Journal of Statistics, Series A, (1964) 359-372. – reference: M. Van Loan, P., Withers, J., Matthie, P., Mayclin, Use of bioimpedance spectroscopy to determine extracellular fluid, intracellular fluid, total body water, and fat-free mass, in: K. Ellis, J. Eastman (Eds.) Human Body Composition, Springer US, 1993, pp. 67-70. – volume: 196 start-page: 5342 year: 2011 end-page: 5348 ident: bib0010 article-title: Studies on LiFePO publication-title: Journal of Power Sources – year: 2012 ident: bib0180 article-title: Approximation Theory: From Taylor Polynomials to Wavelets – volume: 107 start-page: 241 year: 1998 end-page: 253 ident: bib0135 article-title: Deconvolution and maximum entropy in impedance spectroscopy of noninductive systems publication-title: Solid State Ionics – volume: 70 start-page: 59 year: 1998 end-page: 69 ident: bib0345 article-title: A review of impedance measurements for determination of the state-of-charge or state-of-health of secondary batteries publication-title: Journal of Power Sources – volume: 96 start-page: 113 year: 2001 end-page: 120 ident: bib0355 article-title: Methods for state-of-charge determination and their applications publication-title: Journal of Power Sources – volume: 11 start-page: 206 year: 2013 end-page: 212 ident: bib0155 article-title: Determination of the two dimensional distribution of the attempt relaxation times and activation energies from temperature dependence of dielectric dispersion publication-title: Central European Journal of Physics – reference: . – volume: 2 start-page: 215 year: 2009 end-page: 219 ident: bib0020 article-title: Exploring the use of electrochemical impedance spectroscopy (EIS) in microbial fuel cell studies publication-title: Energy & Environmental Science – year: 1996 ident: bib0205 article-title: Introduction to radial basis function networks – volume: 52 start-page: 54 year: 2010 end-page: 67 ident: bib0330 article-title: Influence of water chemistry on the corrosion mechanism of a zirconium–niobium alloy in simulated light water reactor coolant conditions publication-title: Corrosion Science – volume: 33 start-page: 67 year: 2011 end-page: 73 ident: bib0120 article-title: ISGP: impedance spectroscopy analysis using evolutionary programming procedure publication-title: ECS Transactions – reference: DRTtools and the manual, – volume: 29 start-page: 045006 year: 2013 ident: bib0160 article-title: Stability and error analysis of the polarization estimation inverse problem for microbial fuel cells publication-title: Inverse Problems – volume: 47 start-page: 2027 year: 2002 end-page: 2034 ident: bib0235 article-title: Extension of the measurement model approach for deconvolution of underlying distributions for impedance measurements publication-title: Electrochimica Acta – volume: 139 start-page: 1917 year: 1992 end-page: 1927 ident: bib0245 article-title: Measurement models for electrochemical impedance spectroscopy I. Demonstration of applicability publication-title: Journal of The Electrochemical Society – year: 1996 ident: 10.1016/j.electacta.2015.09.097_bib0205 – volume: 47 start-page: 2027 year: 2002 ident: 10.1016/j.electacta.2015.09.097_bib0235 article-title: Extension of the measurement model approach for deconvolution of underlying distributions for impedance measurements publication-title: Electrochimica Acta doi: 10.1016/S0013-4686(02)00065-8 – start-page: 47 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0265 – volume: 9 start-page: 1 year: 2000 ident: 10.1016/j.electacta.2015.09.097_bib0185 article-title: Radial basis functions publication-title: Acta Numerica 2000 doi: 10.1017/S0962492900000015 – volume: 45 start-page: 345 year: 2007 ident: 10.1016/j.electacta.2015.09.097_bib0380 article-title: On choosing optimal shape parameters for RBF approximation publication-title: Numerical Algorithms doi: 10.1007/s11075-007-9072-8 – volume: 176 start-page: 2065 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0295 article-title: Dielectric function of ionic conductors studied by impedance spectroscopy publication-title: Solid State Ionics doi: 10.1016/j.ssi.2004.11.023 – volume: 153 start-page: 139 year: 1999 ident: 10.1016/j.electacta.2015.09.097_bib0250 article-title: Analysis of admittance data: Comparison of a parametric and a nonparametric method publication-title: Journal of Computational Physics doi: 10.1006/jcph.1999.6269 – volume: 188 start-page: 104 year: 2011 ident: 10.1016/j.electacta.2015.09.097_bib0115 article-title: Harnessing evolutionary programming for impedance spectroscopy analysis: A case study of mixed ionic-electronic conductors publication-title: Solid State Ionics doi: 10.1016/j.ssi.2010.10.004 – volume: 11 start-page: 206 year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0155 article-title: Determination of the two dimensional distribution of the attempt relaxation times and activation energies from temperature dependence of dielectric dispersion publication-title: Central European Journal of Physics – volume: 142 start-page: 4149 year: 1995 ident: 10.1016/j.electacta.2015.09.097_bib0280 article-title: Application of measurement models to impedance spectroscopy II. Determination of the stochastic contribution to the error structure publication-title: Journal of The Electrochemical Society doi: 10.1149/1.2048478 – volume: 215 start-page: 248 year: 2012 ident: 10.1016/j.electacta.2015.09.097_bib0290 article-title: Development of a lifetime prediction model for lithium-ion batteries based on extended accelerated aging test data publication-title: Journal of Power Sources doi: 10.1016/j.jpowsour.2012.05.012 – volume: 3 start-page: 201 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0065 article-title: Microfluidic biochip for impedance spectroscopy of biological species publication-title: Biomedical Microdevices doi: 10.1023/A:1011403112850 – volume: 37 start-page: 897 year: 1995 ident: 10.1016/j.electacta.2015.09.097_bib0030 article-title: An application of electrochemical impedance spectroscopy to atmospheric corrosion study publication-title: Corrosion Science doi: 10.1016/0010-938X(95)00002-2 – volume: 221 start-page: 70 year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0360 article-title: The distribution of relaxation times as basis for generalized time-domain models for Li-ion batteries publication-title: Journal of Power Sources doi: 10.1016/j.jpowsour.2012.07.100 – volume: 54 start-page: 1623 year: 2002 ident: 10.1016/j.electacta.2015.09.097_bib0200 article-title: A point interpolation meshless method based on radial basis functions publication-title: International Journal for Numerical Methods in Engineering doi: 10.1002/nme.489 – volume: 87 start-page: 117 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0035 article-title: Influence of electrolyte in transport and recombination in dye-sensitized solar cells studied by impedance spectroscopy publication-title: Solar Energy Materials and Solar Cells doi: 10.1016/j.solmat.2004.07.017 – volume: 143 start-page: 587 year: 1996 ident: 10.1016/j.electacta.2015.09.097_bib0015 article-title: Characterization of polymer electrolyte fuel cells using AC impedance spectroscopy publication-title: Journal of The Electrochemical Society doi: 10.1149/1.1836485 – volume: 139 start-page: 1917 year: 1992 ident: 10.1016/j.electacta.2015.09.097_bib0245 article-title: Measurement models for electrochemical impedance spectroscopy I. Demonstration of applicability publication-title: Journal of The Electrochemical Society doi: 10.1149/1.2069522 – volume: 63 start-page: 385 year: 1941 ident: 10.1016/j.electacta.2015.09.097_bib0300 article-title: Electrical Properties of Solids. VIII. Dipole Moments in Polyvinyl Chloride-Diphenyl Systems publication-title: Journal of the American Chemical Society doi: 10.1021/ja01847a013 – volume: 70 start-page: 59 year: 1998 ident: 10.1016/j.electacta.2015.09.097_bib0345 article-title: A review of impedance measurements for determination of the state-of-charge or state-of-health of secondary batteries publication-title: Journal of Power Sources doi: 10.1016/S0378-7753(97)02665-7 – volume: 2 start-page: 215 year: 2009 ident: 10.1016/j.electacta.2015.09.097_bib0020 article-title: Exploring the use of electrochemical impedance spectroscopy (EIS) in microbial fuel cell studies publication-title: Energy & Environmental Science doi: 10.1039/B814914C – volume: 15 start-page: 913 year: 2003 ident: 10.1016/j.electacta.2015.09.097_bib0055 article-title: Probing biomolecular interactions at conductive and semiconductive surfaces by impedance spectroscopy: Routes to impedimetric immunosensors, DNA-sensors, and enzyme biosensors publication-title: Electroanalysis doi: 10.1002/elan.200390114 – ident: 10.1016/j.electacta.2015.09.097_bib0050 doi: 10.1007/978-1-4899-1268-8_13 – start-page: 67 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0215 article-title: Reconstruction and representation of 3D objects with radial basis functions publication-title: Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, ACM, pp – volume: 23 start-page: 1226 year: 2004 ident: 10.1016/j.electacta.2015.09.097_bib0045 article-title: Bioelectrical impedance analysis—part I: Review of principles and methods publication-title: Clinical Nutrition doi: 10.1016/j.clnu.2004.06.004 – year: 2004 ident: 10.1016/j.electacta.2015.09.097_bib0370 – volume: 155 start-page: B675 year: 2008 ident: 10.1016/j.electacta.2015.09.097_bib0100 article-title: Combined deconvolution and CNLS fitting approach applied on the impedance response of technical Ni/8YSZ cermet electrodes publication-title: Journal of The Electrochemical Society doi: 10.1149/1.2908860 – volume: 53 start-page: 4557 year: 2008 ident: 10.1016/j.electacta.2015.09.097_bib0025 article-title: Electrochemical impedance spectroscopy and corrosion behaviour of Al2O3–Ni nano composite coatings publication-title: Electrochimica Acta doi: 10.1016/j.electacta.2008.01.020 – volume: 8 start-page: 310 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0125 article-title: On dielectric data analysis. Using the Monte Carlo method to obtain relaxation time distribution and comparing non-linear spectral function fits publication-title: Dielectrics and Electrical Insulation, IEEE Transactions on doi: 10.1109/94.933337 – volume: 46 start-page: 189 year: 2007 ident: 10.1016/j.electacta.2015.09.097_bib0165 article-title: Regularization tools version 4.0 for Matlab 7.3 publication-title: Numerical Algorithms doi: 10.1007/s11075-007-9136-9 – volume: 154 start-page: 35 year: 2015 ident: 10.1016/j.electacta.2015.09.097_bib0145 article-title: Fourier transform distribution function of relaxation times; application and limitations publication-title: Electrochimica Acta doi: 10.1016/j.electacta.2014.12.059 – volume: 84 start-page: 157 year: 1999 ident: 10.1016/j.electacta.2015.09.097_bib0080 article-title: Impedance studies on direct methanol fuel cell anodes publication-title: Journal of Power Sources doi: 10.1016/S0378-7753(99)00331-6 – volume: 9 start-page: 75 year: 2004 ident: 10.1016/j.electacta.2015.09.097_bib0150 article-title: Determination of the distribution of the relaxation times from dielectric spectra publication-title: Nonlinear Analysis: Modelling and Control doi: 10.15388/NA.2004.9.1.15172 – volume: 475 start-page: 28 year: 1999 ident: 10.1016/j.electacta.2015.09.097_bib0095 article-title: The use of regularization methods in the deconvolution of underlying distributions in electrochemical processes publication-title: Journal of Electroanalytical Chemistry doi: 10.1016/S0022-0728(99)00334-4 – volume: 35 start-page: 1483 year: 1990 ident: 10.1016/j.electacta.2015.09.097_bib0090 article-title: Impedance spectroscopy: Old problems and new developments publication-title: Electrochimica Acta doi: 10.1016/0013-4686(90)80002-6 – volume: 24 start-page: 245 year: 2010 ident: 10.1016/j.electacta.2015.09.097_bib0110 article-title: Analyzing results of impedance spectroscopy using novel evolutionary programming techniques publication-title: Journal of Electroceramics doi: 10.1007/s10832-009-9565-z – volume: 109 start-page: 14945 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0040 article-title: Electrochemical impedance spectroscopic analysis of dye-sensitized solar cells publication-title: The Journal of Physical Chemistry B doi: 10.1021/jp052768h – volume: 196 start-page: 5342 year: 2011 ident: 10.1016/j.electacta.2015.09.097_bib0010 article-title: Studies on LiFePO4 as cathode material using impedance spectroscopy publication-title: Journal of Power Sources doi: 10.1016/j.jpowsour.2010.09.121 – volume: 53 start-page: 582 year: 2011 ident: 10.1016/j.electacta.2015.09.097_bib0325 article-title: The voltage-dependent electrochemical impedance spectroscopy of CoCrMo medical alloy using time-domain techniques: Generalized Cauchy–Lorentz, and KWW–Randles functions describing non-ideal interfacial behaviour publication-title: Corrosion Science doi: 10.1016/j.corsci.2010.09.067 – ident: 10.1016/j.electacta.2015.09.097_bib0375 – volume: 155 start-page: B1194 year: 2008 ident: 10.1016/j.electacta.2015.09.097_bib0310 article-title: Investigation of Cathode Behavior of Model Thin-Film SrTi1-xFexO3-δ (x=0.35 and 0.5) Mixed Ionic-Electronic Conducting Electrodes publication-title: Journal of The Electrochemical Society doi: 10.1149/1.2976212 – volume: 52 start-page: 1295 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0060 article-title: Impedance characterization and modeling of electrodes for biomedical applications publication-title: Biomedical Engineering, IEEE Transactions on doi: 10.1109/TBME.2005.847523 – volume: 147 start-page: 470 year: 2014 ident: 10.1016/j.electacta.2015.09.097_bib0175 article-title: Optimal regularization in distribution of relaxation times applied to electrochemical impedance spectroscopy: Ridge and Lasso Regression methods - a theoretical and experimental study publication-title: Electrochimica Acta doi: 10.1016/j.electacta.2014.09.058 – volume: 157 start-page: 29 year: 2003 ident: 10.1016/j.electacta.2015.09.097_bib0320 article-title: Interpretation of the Gerischer impedance in solid state ionics publication-title: Solid State Ionics doi: 10.1016/S0167-2738(02)00185-6 – volume: 107 start-page: 241 year: 1998 ident: 10.1016/j.electacta.2015.09.097_bib0135 article-title: Deconvolution and maximum entropy in impedance spectroscopy of noninductive systems publication-title: Solid State Ionics doi: 10.1016/S0167-2738(98)00008-3 – volume: 11 start-page: 313 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0170 article-title: Nonparametric regression using linear combinations of basis functions publication-title: Statistics and Computing doi: 10.1023/A:1011916902934 – start-page: 149 year: 2010 ident: 10.1016/j.electacta.2015.09.097_bib0225 article-title: Comparisons between pseudospectral and radial basis function derivative approximations publication-title: IMA Journal of Numerical Analysis doi: 10.1093/imanum/drn064 – volume: 278 start-page: 52 year: 2015 ident: 10.1016/j.electacta.2015.09.097_bib0340 article-title: Non-negatively constrained least squares and parameter choice by the residual periodogram for the inversion of electrochemical impedance spectroscopy data publication-title: Journal of Computational and Applied Mathematics doi: 10.1016/j.cam.2014.09.017 – volume: 250 start-page: 188 year: 2014 ident: 10.1016/j.electacta.2015.09.097_bib0305 article-title: Cobalt-free polycrystalline Ba0.95La0.05FeO3-δ thin films as cathodes for intermediate-temperature solid oxide fuel cells publication-title: Journal of Power Sources doi: 10.1016/j.jpowsour.2013.11.010 – volume: 113 start-page: 422 year: 2003 ident: 10.1016/j.electacta.2015.09.097_bib0285 article-title: Impedance-based non-linear dynamic battery modeling for automotive applications publication-title: Journal of Power Sources doi: 10.1016/S0378-7753(02)00558-X – volume: 84 start-page: 2433 year: 2004 ident: 10.1016/j.electacta.2015.09.097_bib0070 article-title: Modeling of an equivalent circuit for dye-sensitized solar cells publication-title: Applied Physics Letters doi: 10.1063/1.1690495 – volume: 239 start-page: 670 year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0140 article-title: Understanding the impedance spectrum of 18650 LiFePO4-cells publication-title: Journal of Power Sources doi: 10.1016/j.jpowsour.2012.12.020 – year: 2003 ident: 10.1016/j.electacta.2015.09.097_bib0190 – volume: 119 start-page: 12165 year: 2015 ident: 10.1016/j.electacta.2015.09.097_bib0105 article-title: Use of 1,10-Phenanthroline as an Additive for High-Performance Supercapacitors publication-title: The Journal of Physical Chemistry C doi: 10.1021/acs.jpcc.5b02335 – volume: 54 start-page: 379 year: 2007 ident: 10.1016/j.electacta.2015.09.097_bib0230 article-title: The Runge phenomenon and spatially variable shape parameters in RBF interpolation publication-title: Computers & Mathematics with Applications doi: 10.1016/j.camwa.2007.01.028 – volume: 52 start-page: 54 year: 2010 ident: 10.1016/j.electacta.2015.09.097_bib0330 article-title: Influence of water chemistry on the corrosion mechanism of a zirconium–niobium alloy in simulated light water reactor coolant conditions publication-title: Corrosion Science doi: 10.1016/j.corsci.2009.08.045 – volume: 33 start-page: 3 year: 2011 ident: 10.1016/j.electacta.2015.09.097_bib0365 article-title: Evaluation of the rate determining processes for LiFePO4 as cathode material in lithium-ion-batteries publication-title: ECS Transactions doi: 10.1149/1.3564865 – volume: 87 start-page: 532 year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0275 article-title: Revisiting parameter identification in electrochemical impedance spectroscopy: Weighted least squares and optimal experimental design publication-title: Electrochimica Acta doi: 10.1016/j.electacta.2012.09.073 – volume: 5 start-page: 595 year: 1992 ident: 10.1016/j.electacta.2015.09.097_bib0210 article-title: On the training of radial basis function classifiers publication-title: Neural Networks doi: 10.1016/S0893-6080(05)80038-3 – volume: 32 start-page: 875 year: 2002 ident: 10.1016/j.electacta.2015.09.097_bib0240 article-title: Deconvolution of electrochemical impedance spectra for the identification of electrode reaction mechanisms in solid oxide fuel cells publication-title: Journal of Applied Electrochemistry doi: 10.1023/A:1020599525160 – year: 1965 ident: 10.1016/j.electacta.2015.09.097_bib0270 – year: 2012 ident: 10.1016/j.electacta.2015.09.097_bib0180 – volume: 96 start-page: 321 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0075 article-title: Symmetric cell approach and impedance spectroscopy of high power lithium-ion batteries publication-title: Journal of Power Sources doi: 10.1016/S0378-7753(00)00666-2 – volume: 2 start-page: 302 year: 1991 ident: 10.1016/j.electacta.2015.09.097_bib0195 article-title: Orthogonal least squares learning algorithm for radial basis function networks publication-title: Neural Networks, IEEE Transactions on doi: 10.1109/72.80341 – volume: 252 start-page: 4190 year: 2006 ident: 10.1016/j.electacta.2015.09.097_bib0085 article-title: Establishment of equivalent circuits from electrochemical impedance spectroscopy study of corrosion inhibition of steel by pyrazine in sulphuric acidic solution publication-title: Applied Surface Science doi: 10.1016/j.apsusc.2005.06.035 – volume: 1 start-page: 8 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0005 article-title: Impedance spectroscopy: Theory, experiment, and applications publication-title: History – volume: 44 start-page: 7306 year: 1991 ident: 10.1016/j.electacta.2015.09.097_bib0335 article-title: Relationship between the time-domain Kohlrausch-Williams-Watts and frequency-domain Havriliak-Negami relaxation functions publication-title: Physical Review B doi: 10.1103/PhysRevB.44.7306 – year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0260 – volume: 96 start-page: 113 year: 2001 ident: 10.1016/j.electacta.2015.09.097_bib0355 article-title: Methods for state-of-charge determination and their applications publication-title: Journal of Power Sources doi: 10.1016/S0378-7753(01)00560-2 – volume: 95 start-page: 8382 year: 2004 ident: 10.1016/j.electacta.2015.09.097_bib0350 article-title: Ionic and electronic impedance imaging using atomic force microscopy publication-title: Journal of Applied Physics doi: 10.1063/1.1737047 – ident: 10.1016/j.electacta.2015.09.097_bib0255 – volume: 8 start-page: 161 year: 1967 ident: 10.1016/j.electacta.2015.09.097_bib0315 article-title: A complex plane representation of dielectric and mechanical relaxation processes in some polymers publication-title: Polymer doi: 10.1016/0032-3861(67)90021-3 – volume: 99 start-page: 074106 year: 2006 ident: 10.1016/j.electacta.2015.09.097_bib0130 article-title: Comparison of methods for estimating continuous distributions of relaxation times publication-title: Journal of Applied Physics doi: 10.1063/1.2188053 – volume: 33 start-page: 67 year: 2011 ident: 10.1016/j.electacta.2015.09.097_bib0120 article-title: ISGP: impedance spectroscopy analysis using evolutionary programming procedure publication-title: ECS Transactions doi: 10.1149/1.3589186 – volume: 23 start-page: 5 year: 2005 ident: 10.1016/j.electacta.2015.09.097_bib0220 article-title: Accuracy of radial basis function interpolation and derivative approximations on 1-D infinite grids publication-title: Advances in Computational Mathematics doi: 10.1007/s10444-004-1812-x – ident: 10.1016/j.electacta.2015.09.097_bib0385 doi: 10.1016/j.enganabound.2009.03.002 – volume: 29 start-page: 045006 year: 2013 ident: 10.1016/j.electacta.2015.09.097_bib0160 article-title: Stability and error analysis of the polarization estimation inverse problem for microbial fuel cells publication-title: Inverse Problems doi: 10.1088/0266-5611/29/4/045006
SSID	ssj0007670
Score	2.6786869
Snippet	•Novel regularization method based on radial basis function discretization for calculating the DRT.•Improved estimation of DRT only when data collection range...
SourceID	crossref elsevier
SourceType	Enrichment Source Index Database Publisher
StartPage	483
SubjectTerms	distribution of relaxation times impedance spectroscopy lithium-ion batteries radial basis functions regularization
Title	Influence of the Discretization Methods on the Distribution of Relaxation Times Deconvolution: Implementing Radial Basis Functions with DRTtools
URI	https://dx.doi.org/10.1016/j.electacta.2015.09.097
Volume	184
WOSCitedRecordID	wos000366016900059&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText	1
inHoldings	1
isFullTextHit
isPrint
journalDatabaseRights	– providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 customDbUrl: eissn: 1873-3859 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0007670 issn: 0013-4686 databaseCode: AIEXJ dateStart: 19950101 isFulltext: true titleUrlDefault: https://www.sciencedirect.com providerName: Elsevier
link	http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3LbtNAFB2FFglYIChUlJdmwQ4ZOfGMH92VpFWLRIVQkLKzxpMZ1VUUV60b5TP4Jr6Me-cVGyqFLpAix7I9Ezv3-M7r3nMI-VAUgo-kGEVpKtKIqVxFFUtZhEtCSTyvUiErIzaRnZ_ns1nxbTD45XNhVotsuczX6-Lqv5oajoGxMXX2HuYOlcIB2AejwxbMDtt_MvyZlx3xy_-TGlyDal3C5cevRjParxLg2SB6ZZlJFmJtr7RMThMcMq_cLeMEgiEUNlFGGLknTObJZ4HEJifQSNrIOjO9O_k-bZtmcdOb_beyO_KiRp4CpPLYtAtOKRmrPVV1mPsREpy2rBubWtS29Sa4yKWWjC_C1eP6Fq71XXJwgrLpTmwMeSdIxDnrYRKx1DFlB2fNOu6WWREc13IzK7X0V6Ng5ycuPxlhIXwujOjjht7Wxgb3abj_aB5D0KKPh7ssQ0UlVlTGBXyyB2R3lPECPOvu0dnx7EvoD2RpFnsdDXycXpThnfd0dx-p0--ZPiNP3YCFHlmgPScDtdwjj8ZeJ3CPPOlQWr4gPwP8aKMpAIz24Ucd_CjsurMBflhiAz9q4Ed78DukXfBRCz5qwEcD-CiCj3rwvSQ_To6n49PIqX5EEgYDbZQyyTIu-VwI8B-J0hK-eCK4LpIKE61ZpnPF0ZlAa5VXWuZ8JGSC0QdJxtJkn-wsm6V6RajWXFciyTC6gs31MFc5LjvnDFkvY60PSOr_51I6SnxUZlmUW2x9QOJQ8MqywmwvcugNWbrOre20lgDTbYVf3__33pDHm5fqLdlpr2_VO_JQrtr65vq9w-hv8xLQkg
linkProvider	Elsevier
openUrl	ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Influence+of+the+Discretization+Methods+on+the+Distribution+of+Relaxation+Times+Deconvolution%3A+Implementing+Radial+Basis+Functions+with+DRTtools&rft.jtitle=Electrochimica+acta&rft.au=Wan%2C+Ting+Hei&rft.au=Saccoccio%2C+Mattia&rft.au=Chen%2C+Chi&rft.au=Ciucci%2C+Francesco&rft.date=2015-12-01&rft.issn=0013-4686&rft.volume=184&rft.spage=483&rft.epage=499&rft_id=info:doi/10.1016%2Fj.electacta.2015.09.097&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_electacta_2015_09_097
thumbnail_l	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0013-4686&client=summon
thumbnail_m	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0013-4686&client=summon
thumbnail_s	http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0013-4686&client=summon