Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review

•A systematic review of multiplex network in resilience of interdependent infrastructures.•Three types of interdependencies including proximity, function, and logic.•Research gaps in multi-hazard attacks, high-resolution performance indicators, percolation mechanisms.•Lack systematic evaluation of n...

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Veröffentlicht in:Reliability engineering & system safety Jg. 250; S. 110300
Hauptverfasser: Wang, Ying, Zhao, Ou, Zhang, Limao
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.10.2024
Schlagworte:
Critical infrastructures
Critical review
Disaster resilience
Multiplex networks
Network of networks
Multiplex networks
Disaster resilience
Critical infrastructures
Critical review
Network of networks
ISSN:0951-8320, 1879-0836
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Abstract •A systematic review of multiplex network in resilience of interdependent infrastructures.•Three types of interdependencies including proximity, function, and logic.•Research gaps in multi-hazard attacks, high-resolution performance indicators, percolation mechanisms.•Lack systematic evaluation of nature-based and engineering solutions towards infrastructure resilience.•Call for high-quality observation data and informed multi-faced uncertainties. Modeling the effect of extreme events on multiple interdependent critical infrastructure systems (CIS) simultaneously is essential for improving their resilience. To uncover CIS resilience, an increasing number of studies are attempting to incorporate the interdependency in CIS resilience modeling under disaster events, where multiplex network is a powerful and promising representative. This paper presents a systematic review of multiplex networks in CIS resilience modeling and discusses the state of the art on the topic. This review helps to guide the construction of multiplex networks in CIS with different types of interdependencies and highlights the key aspects of CIS resilience modeling including attacks, evaluation, evolution, and control. Moreover, several challenges are identified while providing possible future research directions. The findings and discussions of this study could be helpful to researchers and professionals in the field of CIS resilience modeling especially when leveraging multiplex networks.
AbstractList •A systematic review of multiplex network in resilience of interdependent infrastructures.•Three types of interdependencies including proximity, function, and logic.•Research gaps in multi-hazard attacks, high-resolution performance indicators, percolation mechanisms.•Lack systematic evaluation of nature-based and engineering solutions towards infrastructure resilience.•Call for high-quality observation data and informed multi-faced uncertainties. Modeling the effect of extreme events on multiple interdependent critical infrastructure systems (CIS) simultaneously is essential for improving their resilience. To uncover CIS resilience, an increasing number of studies are attempting to incorporate the interdependency in CIS resilience modeling under disaster events, where multiplex network is a powerful and promising representative. This paper presents a systematic review of multiplex networks in CIS resilience modeling and discusses the state of the art on the topic. This review helps to guide the construction of multiplex networks in CIS with different types of interdependencies and highlights the key aspects of CIS resilience modeling including attacks, evaluation, evolution, and control. Moreover, several challenges are identified while providing possible future research directions. The findings and discussions of this study could be helpful to researchers and professionals in the field of CIS resilience modeling especially when leveraging multiplex networks.
ArticleNumber 110300
Author Zhang, Limao
Wang, Ying
Zhao, Ou
Author_xml – sequence: 1
  givenname: Ying
  surname: Wang
  fullname: Wang, Ying
  organization: School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue 639798, Singapore
– sequence: 2
  givenname: Ou
  surname: Zhao
  fullname: Zhao, Ou
  organization: School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue 639798, Singapore
– sequence: 3
  givenname: Limao
  orcidid: 0000-0002-7245-3741
  surname: Zhang
  fullname: Zhang, Limao
  email: zlm@hust.edu.cn
  organization: School of Civil and Hydraulic Engineering, National Center of Technology Innovation for Digital Construction, Huazhong University of Science and Technology, 1037 Luoyu Road, Hongshan District, Wuhan, Hubei 430074, China
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Cites_doi 10.1049/itr2.12179
10.1109/TIA.2021.3122401
10.1016/j.ress.2023.109889
10.1080/19475705.2017.1388854
10.1016/j.autcon.2023.104860
10.1016/j.rser.2021.111646
10.1016/j.ress.2021.107653
10.1038/s41598-021-82843-8
10.1038/s41467-019-08746-5
10.1109/TSMC.2021.3073212
10.1126/scirobotics.adj2767
10.1109/TIA.2022.3167377
10.1038/s41598-019-38869-0
10.1016/j.ress.2023.109641
10.1038/s41467-019-13291-2
10.1016/j.physa.2021.126479
10.1016/j.seps.2023.101508
10.1038/s41467-017-01442-2
10.1016/j.simpat.2023.102730
10.1007/s12198-019-00204-z
10.1016/j.ssci.2021.105587
10.1016/j.ssci.2023.106308
10.1016/j.artint.2006.10.002
10.1038/s41567-021-01474-y
10.1038/s41598-021-00387-3
10.1063/5.0096983
10.1371/journal.pone.0224522
10.1016/j.autcon.2023.105240
10.1016/j.ress.2023.109857
10.1109/TITS.2018.2882861
10.1080/15732479.2022.2052912
10.1038/s41467-022-32913-w
10.1038/s41567-023-02020-8
10.1016/j.ress.2023.109578
10.1016/j.apenergy.2022.119429
10.1016/j.tre.2017.10.015
10.1016/j.ress.2022.108569
10.1038/s41586-022-04917-5
10.1080/23789689.2017.1417348
10.1016/j.ress.2023.109773
10.3390/en12142729
10.1016/j.ress.2023.109383
10.1061/(ASCE)IS.1943-555X.0000575
10.1038/s41467-023-37323-0
10.1016/j.ress.2022.108931
10.1016/j.ress.2021.108074
10.1016/j.ijdrr.2023.103862
10.1038/s41598-020-60501-9
10.1016/j.ress.2023.109851
10.1016/j.ress.2021.108294
10.1103/PhysRevLett.107.195701
10.1016/j.ssci.2022.106049
10.1016/j.ress.2022.109023
10.1016/j.ijdrr.2022.103266
10.1038/s41598-020-57751-y
10.1038/s43247-022-00366-0
10.3390/su11236552
10.1142/S0129183119400072
10.1016/j.ress.2021.108042
10.1038/s41893-019-0376-1
10.1016/j.ress.2023.109364
10.1038/s41467-022-28379-5
10.1093/nsr/nwaa029
10.1016/j.apenergy.2023.121558
10.1016/j.ress.2019.106658
10.1038/s41598-020-69974-0
10.1016/j.egyr.2022.09.090
10.1016/j.ssci.2017.10.014
10.1007/s13753-020-00323-5
10.1016/j.physrep.2022.04.002
10.3390/ijerph20010450
10.1016/j.ress.2023.109599
10.1016/j.ssci.2023.106193
10.1080/17538947.2023.2220614
10.1016/j.ijcip.2023.100617
10.1038/srep05381
10.1136/bmj.n71
10.1098/rsos.160023
10.1016/j.gloei.2022.08.002
10.1088/1367-2630/ab0e1a
10.1111/mice.13021
10.1016/j.physa.2021.126340
10.1038/s42005-022-00928-w
10.1016/j.ress.2023.109881
10.1088/1367-2630/abaf6b
10.1016/j.ress.2023.109424
10.1016/j.ress.2023.109400
10.1016/j.physd.2021.132889
10.1016/j.chaos.2022.112619
10.1111/j.1467-8667.2012.00757.x
10.1103/PhysRevE.100.052306
10.1016/j.ssci.2022.105961
10.1007/s10910-008-9459-3
10.1016/j.ress.2023.109445
10.1103/PhysRevE.104.024402
10.1016/j.ijcip.2018.12.002
10.1038/s43017-022-00327-3
10.1103/PhysRevE.109.024313
10.1016/j.eswa.2023.120100
10.1103/PhysRevE.98.032307
10.1038/s41598-020-66049-y
10.1109/MITS.2021.3049368
10.1103/PhysRevE.107.024309
10.1016/j.ssci.2023.106060
10.1016/j.jnca.2019.07.003
10.1126/sciadv.abq0995
10.1016/j.scs.2023.104737
10.1007/s11067-017-9370-1
10.1080/23789689.2017.1345257
10.1103/PhysRevE.106.054314
10.1016/j.ejor.2022.10.043
10.2495/SAFE-V8-N3-377-389
10.1038/s41598-020-72771-4
10.1073/pnas.1907493117
10.1016/j.ress.2022.108747
10.1038/s41598-021-02418-5
10.1016/j.chaos.2016.02.002
10.1038/s41893-022-00893-w
10.1007/s11069-021-04672-2
10.1038/s41598-023-37074-4
10.1016/j.cnsns.2020.105492
10.1016/j.ress.2022.109029
10.1016/j.ress.2018.11.029
10.1186/s12544-022-00552-3
10.1088/1367-2630/18/4/043035
10.1061/9780784482445.066
10.1016/j.engstruct.2021.111866
10.1080/23789689.2018.1428162
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Keywords Multiplex networks
Disaster resilience
Critical infrastructures
Critical review
Network of networks
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References Sun, Che, Quan, Wang, Miao (bib0108) 2022; 587
Buldú, Pablo-Martí, Aguirre (bib0140) 2019; 10
Dadkhah, Bozalakov, De Kooning, Vandevelde (bib0091) 2022; 58
Turalska, Swami (bib0141) 2021; 11
Kaiser, Patwardhan, Radicchi (bib0049) 2023; 107
Page, McKenzie, Bossuyt, Boutron, Hoffmann, Mulrow (bib0058) 2021; 372
Zhang, Fan, Tang (bib0084) 2022
Li, Feng, Zhang, Chen, Cressman, Liao (bib0050) 2021; 104
Sahr (bib0066) 2011; 22
Kurmankhojayev, Li, Chen (bib0034) 2024; 243
Marsa-Maestre, Gimenez-Guzman, Orden, de la Hoz, Klein (bib0104) 2019; 145
Logan, Aven, Guikema, Flage (bib0117) 2022; 5
Danziger, Barabási (bib0103) 2022; 13
Zhang, Guo, Fu, Tiiong, Zhang (bib152) 2024; 158
Gao, Buldyrev, Havlin, Stanley (bib0059) 2011; 107
Doorn, Gardoni, Murphy (bib0053) 2019; 4
Singh, Dawson, Trigg, Wright (bib0122) 2021; 107
Zhang, Dai, Zhao, Zhang, Liu, Wu (bib0090) 2023; 11
Xu, Xu, Huang (bib0086) 2022; 5
Gardoni (bib0054) 2018
Blagojević, Hefti, Henken, Didier, Stojadinović (bib0017) 2023; 19
Zhou, Trinajstić (bib0124) 2009; 46
Karakoc, Barker, González (bib0031) 2023; 87
Ke, Yang, Zheng, Chen, Jia, Gong (bib0067) 2019; 20
Mitchell (bib0109) 2006; 170
Izaddoost, Naderpajouh, Heravi (bib0016) 2023; 238
Xu, Li, Chen (bib0024) 2024; 241
.
Faber, Qin, Miraglia, Thöns (bib0009) 2017; 198
Blagojević, Didier, Stojadinović (bib0047) 2022; 228
Jia, Zhang, Li, Li (bib0023) 2023; 231
Fan, Sun, Dui, Zhong, Wang, Ren (bib0078) 2022; 221
Hafeznia, Stojadinović (bib0032) 2023; 349
Zhang, jing, Simonovic (bib0029) 2018; 102
Kong, Simonovic (bib0094) 2018; 8
Zhou, Shen, Li (bib0062) 2022; 8
Li, Q., Dong, S., Mostafavi, A. Modeling of Inter-Organizational Coordination Dynamics in Resilience Planning: A Multilayer Network Simulation Framework. ASCE International Conference on Computing in Civil Engineering, 2019, p. 515–522.
Zhao, Tang, Li, Wang (bib0022) 2023; 231
Shang (bib0134) 2022; 106
Barabási, Pósfai (bib0107) 2016
Bellocchi, Latora, Geroliminis (bib0070) 2021; 11
Ulak, Konila Sriram, Kocatepe, Ozguven, Arghandeh (bib0064) 2022; 14
Artime, De Domenico (bib0116) 2020; 22
Pregnolato, Ford, Robson, Glenis, Barr, Dawson (bib0069) 2016; 3
Yang, Ng, Li, Xu, Xu, Xu (bib0036) 2023; 150
Alderson, Funk, Gera (bib0072) 2020; 13
Roe, Schulman (bib0007) 2023; 168
Faber, Miraglia, Qin, Stewart (bib0012) 2020; 5
Hosseinpour, Saeidi, Nollet, Nastev (bib0119) 2021; 232
Wu, Li, Li (bib0079) 2022; 20
Ganguly, Mehta, Sundaram, Tiwari (bib0114) 2018
Pan, Qin, Zhang, Pan, Chen (bib0041) 2024; 39
Kaiser, Patwardhan, Kim, Radicchi (bib0048) 2024; 109
Meena, Hens, Acharyya, Haber, Boccaletti, Barzel (bib0135) 2023
Qin, Faber (bib0010) 2019; 12
Sharma, Tabandeh, Gardoni (bib0055) 2018; 3
Kim, Kim (bib0127) 2022; 12
Wang, Zuo, Rhode-Barbarigos, Lu, Wang, Lin (bib0028) 2019; 183
Sanhedrai, Gao, Bashan, Schwartz, Havlin, Barzel (bib0139) 2022; 18
Viljoen, Joubert (bib0100) 2018; 18
Tsiotas, Ducruet (bib0073) 2021; 11
Caskey, Gunda, Wingo, Williams (bib0097)
He, Tiong, Yuan, Zhang (bib150) 2024
An, Yin, Tong, Fang, Yang, Yang (bib0014) 2023; 238
Inaba, Akiyama (bib0051) 2023; 13
Calatayud, Mangan, Palacin (bib0074) 2017; 108
Ma, Zhou, Li (bib0089) 2022; 58
Ma, Zhou, Li (bib0092) 2021; 152
Smolyak, Levy, Vodenska, Buldyrev, Havlin (bib0138) 2020; 10
Wang, Tian, Shi, Ling, Chen, Xu (bib0021) 2024; 243
Tiedmann, Faust, Sela (bib0147) 2023
Liu, Qin, Lu, Zhang, Zhu, Faber (bib0011) 2022; 322
Li, Lü, Deng, Bin, Wang, Medo (bib0130) 2020; 7
Albano, Mancusi, Sole, Adamowski (bib0121) 2017; 8
Yang, Barroca, Weppe, Bony-Dandrieux, Laffréchine, Daclin (bib0001) 2023; 160
Karimi, Green, Matous, Varvarigos, Khalilpour (bib0060) 2021; 421
Lu, Tang, Hong, Wei (bib0088) 2022
Ebrahimnejad, Khanbaba, Samimi (bib0030) 2021; 213
Sharma, Gardoni (bib0056) 2022; 217
Liu, Jia, Lai (bib0082) 2019; 21
Cao, Liu, Jia, Wang (bib0111) 2021; 92
Battiston, Nicosia, Latora (bib0061) 2016; 18
Kim, Narasimhan (bib0102) 2019; 8
Jeong, Kim, Lee, Moreland, Zhou (bib0033) 2023; 124
Zhou, Du, Yuan, Zhang (bib0087) 2019; 30
Bellè, Abdin, Fang, Zeng, Barros (bib0043) 2023; 237
Li, Dong, Mostafavi (bib0098) 2014; 14
Kong, Simonovic, Zhang (bib0093) 2019; 11
Zhou, Zhang (bib0101) 2022; 32
Alessandretti, Natera Orozco, Saberi, Szell, Battiston (bib0071) 2022
Kreibich, Van Loon, Schröter, Ward, Mazzoleni, Sairam (bib0004) 2022; 608
Rachunok, Nateghi (bib0045) 2020; 193
Zhen, Lin, Zhou (bib0085) 2022; 225
Moglen, Barth, Gupta, Kawai, Klise, Leibowicz (bib0148) 2023; 230
Pelissero, Laso, Puentes (bib0095)
Horstmeyer, Pham, Korbel, Thurner (bib0136) 2020; 10
Grafius, Varga, Jude (bib0019) 2020; 26
Li, Wang, Magoua, Fang (bib0018) 2022; 81
Liu, Jia, Lai (bib0112) 2019; 100
Dong, Gao, Mostafavi, Gao (bib0128) 2022; 3
Moutsinas, Guo (bib0125) 2020; 10
Baxter, da Costa, Dorogovtsev, Mendes (bib0133) 2022; 164
Shekhtman, Danziger, Havlin (bib0076) 2016; 90
Dui, Liu, Song, Wu (bib0123) 2023; 237
Vargas, Tien (bib0008) 2023; 42
Pan, Qin, Hou, Chen (bib0040) 2024; 241
Osat, Faqeeh, Radicchi (bib0132) 2017; 8
Le Coze (bib0006) 2023; 165
Hao, Jia, Zio, Wang, He (bib0042) 2024; 243
Deelstra, Bristow (bib0065) 2020; 11
Gong, Ye, Gao, Chen, Wang (bib0015) 2023; 95
Oliveira, Carpi, Atman (bib0068) 2020; 10
Baxter, Timár, Mendes (bib0113) 2018; 98
Schieber, Carpi, Pardalos, Masoller, Díaz-Guilera, Ravetti (bib0131) 2023; 14
Große (bib0020) 2023; 160
Haritha, Anjaneyulu (bib0035) 2024; 243
Liu, Li, Ma, Szymanski, Stanley, Gao (bib0052) 2022; 971
Aparicio, Arsenio, Henriques (bib0080) 2022; 14
Williams, Adams, Wingo, Birch, Caskey, Fleming (bib0096) 2021
He, Zhang (bib151) 2024
Zeng, Gao, Shekhtman, Guo, Lv, Wu (bib0129) 2020; 117
Yadav, Chatterjee, Ganguly (bib0145) 2020; 10
Daqing, Yinan, Rui, Havlin (bib0083) 2014; 4
Yang, Liu, Zhong, Liu, Wang, Huang (bib0027) 2023; 97
Urlainis, Ornai, Levy, Vilnay, Shohet (bib0149) 2022; 147
Dui, Lu, Wu (bib0146) 2024; 242
Thompson, Frezza, Necioglu, Cohen, Hoffman, Rosfjord (bib0026) 2019; 24
Pan, Zhou, Qiu, Zhang (bib0039) 2023; 225
Šarūnienė, Martišauskas, Krikštolaitis, Augutis, Setola (bib0005) 2023
Tang, Li, Zhai, Zhao (bib0046) 2023; 238
Ma, Zhang, Li, Lin, Gong, Coello (bib0077) 2022; 52
Li, Xia, Xiao, Moreno (bib0126) 2019; 9
Hu, Wen, Zhai, Pei (bib0013) 2024; 241
Pei, Liu, Wang, Gong (bib0115) 2021; 583
Carpi, Schieber, Pardalos, Marfany, Masoller, Díaz-Guilera (bib0144) 2019; 9
Manzini, Murphy, Heim, Robinson, Zarrella, Gupta (bib0002) 2023; 8
Ju, Yuan, Li, Gan, Chen (bib0081) 2022; 16
Yan (bib0142) 2023; 13
Iannacone, Sharma, Tabandeh, Gardoni (bib0057) 2022; 217
Canbilen Sütiçen, Batun, Çelik (bib0025) 2023; 308
Grafton, Doyen, Béné, Borgomeo, Brooks, Chu (bib0118) 2019; 2
Mori, Satake, Cox, Goda, Catalan, Ho (bib0120) 2022; 3
Wu, Chen, He, Sun, Havlin, Gao (bib0063) 2022; 5
Qin, Faber (bib0038) 2012; 27
Williams, Birch (bib0106)
Bao, Hu, Ji, Lin, Kurths, Nagler (bib0137) 2022; 13
Zhang, Xu, Ouyang (bib0044) 2023
Peng, Claramunt, Cheng, Yang, Lu (bib0075) 2023; 16
Williams, Birch, Caskey, Gunda, Wingo, Adams (bib0105) 2021
Lin, Feng, Tang, Liu, Xu, Hui (bib0143) 2020; 11
Huang, Swain (bib0003) 2023; 8
Broido, Clauset (bib0110) 2019; 10
Zarei, Khan, Abbassi (bib0037) 2023; 158
Zhou (10.1016/j.ress.2024.110300_bib0062) 2022; 8
Pregnolato (10.1016/j.ress.2024.110300_bib0069) 2016; 3
Li (10.1016/j.ress.2024.110300_bib0050) 2021; 104
Sahr (10.1016/j.ress.2024.110300_bib0066) 2011; 22
He (10.1016/j.ress.2024.110300_bib150) 2024
Thompson (10.1016/j.ress.2024.110300_bib0026) 2019; 24
Deelstra (10.1016/j.ress.2024.110300_bib0065) 2020; 11
Zeng (10.1016/j.ress.2024.110300_bib0129) 2020; 117
Shang (10.1016/j.ress.2024.110300_bib0134) 2022; 106
An (10.1016/j.ress.2024.110300_bib0014) 2023; 238
Izaddoost (10.1016/j.ress.2024.110300_bib0016) 2023; 238
Viljoen (10.1016/j.ress.2024.110300_bib0100) 2018; 18
Roe (10.1016/j.ress.2024.110300_bib0007) 2023; 168
Große (10.1016/j.ress.2024.110300_bib0020) 2023; 160
Zhen (10.1016/j.ress.2024.110300_bib0085) 2022; 225
Dui (10.1016/j.ress.2024.110300_bib0146) 2024; 242
Peng (10.1016/j.ress.2024.110300_bib0075) 2023; 16
Blagojević (10.1016/j.ress.2024.110300_bib0017) 2023; 19
10.1016/j.ress.2024.110300_bib0099
Dadkhah (10.1016/j.ress.2024.110300_bib0091) 2022; 58
Wu (10.1016/j.ress.2024.110300_bib0063) 2022; 5
Xu (10.1016/j.ress.2024.110300_bib0086) 2022; 5
Zhang (10.1016/j.ress.2024.110300_bib0090) 2023; 11
Ganguly (10.1016/j.ress.2024.110300_bib0114) 2018
Mitchell (10.1016/j.ress.2024.110300_bib0109) 2006; 170
Doorn (10.1016/j.ress.2024.110300_bib0053) 2019; 4
Oliveira (10.1016/j.ress.2024.110300_bib0068) 2020; 10
Smolyak (10.1016/j.ress.2024.110300_bib0138) 2020; 10
Zhao (10.1016/j.ress.2024.110300_bib0022) 2023; 231
Sharma (10.1016/j.ress.2024.110300_bib0055) 2018; 3
Wang (10.1016/j.ress.2024.110300_bib0028) 2019; 183
Iannacone (10.1016/j.ress.2024.110300_bib0057) 2022; 217
Bellocchi (10.1016/j.ress.2024.110300_bib0070) 2021; 11
Yang (10.1016/j.ress.2024.110300_bib0001) 2023; 160
Kaiser (10.1016/j.ress.2024.110300_bib0048) 2024; 109
Dui (10.1016/j.ress.2024.110300_bib0123) 2023; 237
Singh (10.1016/j.ress.2024.110300_bib0122) 2021; 107
Williams (10.1016/j.ress.2024.110300_bib0096) 2021
Danziger (10.1016/j.ress.2024.110300_bib0103) 2022; 13
Kurmankhojayev (10.1016/j.ress.2024.110300_bib0034) 2024; 243
Ke (10.1016/j.ress.2024.110300_bib0067) 2019; 20
Zarei (10.1016/j.ress.2024.110300_bib0037) 2023; 158
Kong (10.1016/j.ress.2024.110300_bib0093) 2019; 11
Jia (10.1016/j.ress.2024.110300_bib0023) 2023; 231
Jeong (10.1016/j.ress.2024.110300_bib0033) 2023; 124
Baxter (10.1016/j.ress.2024.110300_bib0133) 2022; 164
Baxter (10.1016/j.ress.2024.110300_bib0113) 2018; 98
Zhang (10.1016/j.ress.2024.110300_bib152) 2024; 158
Karakoc (10.1016/j.ress.2024.110300_bib0031) 2023; 87
Liu (10.1016/j.ress.2024.110300_bib0011) 2022; 322
Ma (10.1016/j.ress.2024.110300_bib0092) 2021; 152
Hafeznia (10.1016/j.ress.2024.110300_bib0032) 2023; 349
Pan (10.1016/j.ress.2024.110300_bib0041) 2024; 39
Yang (10.1016/j.ress.2024.110300_bib0036) 2023; 150
Tang (10.1016/j.ress.2024.110300_bib0046) 2023; 238
Hu (10.1016/j.ress.2024.110300_bib0013) 2024; 241
Le Coze (10.1016/j.ress.2024.110300_bib0006) 2023; 165
Williams (10.1016/j.ress.2024.110300_bib0106)
Hao (10.1016/j.ress.2024.110300_bib0042) 2024; 243
Wang (10.1016/j.ress.2024.110300_bib0021) 2024; 243
Liu (10.1016/j.ress.2024.110300_bib0112) 2019; 100
Zhou (10.1016/j.ress.2024.110300_bib0124) 2009; 46
Marsa-Maestre (10.1016/j.ress.2024.110300_bib0104) 2019; 145
Li (10.1016/j.ress.2024.110300_bib0018) 2022; 81
Li (10.1016/j.ress.2024.110300_bib0126) 2019; 9
Blagojević (10.1016/j.ress.2024.110300_bib0047) 2022; 228
Lin (10.1016/j.ress.2024.110300_bib0143) 2020; 11
Kaiser (10.1016/j.ress.2024.110300_bib0049) 2023; 107
Shekhtman (10.1016/j.ress.2024.110300_bib0076) 2016; 90
Kreibich (10.1016/j.ress.2024.110300_bib0004) 2022; 608
Alessandretti (10.1016/j.ress.2024.110300_bib0071) 2022
Vargas (10.1016/j.ress.2024.110300_bib0008) 2023; 42
Rachunok (10.1016/j.ress.2024.110300_bib0045) 2020; 193
Karimi (10.1016/j.ress.2024.110300_bib0060) 2021; 421
Gardoni (10.1016/j.ress.2024.110300_bib0054) 2018
Mori (10.1016/j.ress.2024.110300_bib0120) 2022; 3
Broido (10.1016/j.ress.2024.110300_bib0110) 2019; 10
Zhou (10.1016/j.ress.2024.110300_bib0101) 2022; 32
Yang (10.1016/j.ress.2024.110300_bib0027) 2023; 97
Haritha (10.1016/j.ress.2024.110300_bib0035) 2024; 243
Albano (10.1016/j.ress.2024.110300_bib0121) 2017; 8
Daqing (10.1016/j.ress.2024.110300_bib0083) 2014; 4
Pei (10.1016/j.ress.2024.110300_bib0115) 2021; 583
Li (10.1016/j.ress.2024.110300_bib0098) 2014; 14
Liu (10.1016/j.ress.2024.110300_bib0052) 2022; 971
Turalska (10.1016/j.ress.2024.110300_bib0141) 2021; 11
Zhang (10.1016/j.ress.2024.110300_bib0029) 2018; 102
Ebrahimnejad (10.1016/j.ress.2024.110300_bib0030) 2021; 213
Moutsinas (10.1016/j.ress.2024.110300_bib0125) 2020; 10
Dong (10.1016/j.ress.2024.110300_bib0128) 2022; 3
Carpi (10.1016/j.ress.2024.110300_bib0144) 2019; 9
Kim (10.1016/j.ress.2024.110300_bib0102) 2019; 8
Meena (10.1016/j.ress.2024.110300_bib0135) 2023
Caskey (10.1016/j.ress.2024.110300_bib0097)
Horstmeyer (10.1016/j.ress.2024.110300_bib0136) 2020; 10
Qin (10.1016/j.ress.2024.110300_bib0038) 2012; 27
Sanhedrai (10.1016/j.ress.2024.110300_bib0139) 2022; 18
Barabási (10.1016/j.ress.2024.110300_bib0107) 2016
Kong (10.1016/j.ress.2024.110300_bib0094) 2018; 8
Ma (10.1016/j.ress.2024.110300_bib0077) 2022; 52
He (10.1016/j.ress.2024.110300_bib151) 2024
Ulak (10.1016/j.ress.2024.110300_bib0064) 2022; 14
Gao (10.1016/j.ress.2024.110300_bib0059) 2011; 107
Bellè (10.1016/j.ress.2024.110300_bib0043) 2023; 237
Grafius (10.1016/j.ress.2024.110300_bib0019) 2020; 26
Faber (10.1016/j.ress.2024.110300_bib0012) 2020; 5
Battiston (10.1016/j.ress.2024.110300_bib0061) 2016; 18
Yan (10.1016/j.ress.2024.110300_bib0142) 2023; 13
Qin (10.1016/j.ress.2024.110300_bib0010) 2019; 12
Alderson (10.1016/j.ress.2024.110300_bib0072) 2020; 13
Fan (10.1016/j.ress.2024.110300_bib0078) 2022; 221
Xu (10.1016/j.ress.2024.110300_bib0024) 2024; 241
Moglen (10.1016/j.ress.2024.110300_bib0148) 2023; 230
Kim (10.1016/j.ress.2024.110300_bib0127) 2022; 12
Calatayud (10.1016/j.ress.2024.110300_bib0074) 2017; 108
Aparicio (10.1016/j.ress.2024.110300_bib0080) 2022; 14
Williams (10.1016/j.ress.2024.110300_bib0105) 2021
Inaba (10.1016/j.ress.2024.110300_bib0051) 2023; 13
Pan (10.1016/j.ress.2024.110300_bib0039) 2023; 225
Zhou (10.1016/j.ress.2024.110300_bib0087) 2019; 30
Yadav (10.1016/j.ress.2024.110300_bib0145) 2020; 10
Wu (10.1016/j.ress.2024.110300_bib0079) 2022; 20
Sharma (10.1016/j.ress.2024.110300_bib0056) 2022; 217
Grafton (10.1016/j.ress.2024.110300_bib0118) 2019; 2
Osat (10.1016/j.ress.2024.110300_bib0132) 2017; 8
Sun (10.1016/j.ress.2024.110300_bib0108) 2022; 587
Tiedmann (10.1016/j.ress.2024.110300_bib0147) 2023
Bao (10.1016/j.ress.2024.110300_bib0137) 2022; 13
Manzini (10.1016/j.ress.2024.110300_bib0002) 2023; 8
Faber (10.1016/j.ress.2024.110300_bib0009) 2017; 198
Urlainis (10.1016/j.ress.2024.110300_bib0149) 2022; 147
Buldú (10.1016/j.ress.2024.110300_bib0140) 2019; 10
Šarūnienė (10.1016/j.ress.2024.110300_bib0005) 2023
Logan (10.1016/j.ress.2024.110300_bib0117) 2022; 5
Tsiotas (10.1016/j.ress.2024.110300_bib0073) 2021; 11
Cao (10.1016/j.ress.2024.110300_bib0111) 2021; 92
Schieber (10.1016/j.ress.2024.110300_bib0131) 2023; 14
Gong (10.1016/j.ress.2024.110300_bib0015) 2023; 95
Pan (10.1016/j.ress.2024.110300_bib0040) 2024; 241
Artime (10.1016/j.ress.2024.110300_bib0116) 2020; 22
Hosseinpour (10.1016/j.ress.2024.110300_bib0119) 2021; 232
Canbilen Sütiçen (10.1016/j.ress.2024.110300_bib0025) 2023; 308
Li (10.1016/j.ress.2024.110300_bib0130) 2020; 7
Zhang (10.1016/j.ress.2024.110300_bib0084) 2022
Pelissero (10.1016/j.ress.2024.110300_bib0095)
Ma (10.1016/j.ress.2024.110300_bib0089) 2022; 58
Liu (10.1016/j.ress.2024.110300_bib0082) 2019; 21
Lu (10.1016/j.ress.2024.110300_bib0088) 2022
Ju (10.1016/j.ress.2024.110300_bib0081) 2022; 16
Page (10.1016/j.ress.2024.110300_bib0058) 2021; 372
Huang (10.1016/j.ress.2024.110300_bib0003) 2023; 8
Zhang (10.1016/j.ress.2024.110300_bib0044) 2023
References_xml – volume: 12
  year: 2019
  ident: bib0010
  article-title: Resilience informed integrity management of wind turbine parks
  publication-title: Energies
– volume: 183
  start-page: 360
  year: 2019
  end-page: 373
  ident: bib0028
  article-title: Literature review on modeling and simulation of energy infrastructures from a resilience perspective
  publication-title: Reliab Eng Syst Saf
– volume: 10
  year: 2019
  ident: bib0140
  article-title: Taming out-of-equilibrium dynamics on interconnected networks
  publication-title: Nat Commun
– volume: 22
  year: 2011
  ident: bib0066
  article-title: Hexagonal discrete global grid systems for geospatial computing
  publication-title: Arch Photogramm Cartogr Remote Sens
– volume: 14
  start-page: 1
  year: 2022
  end-page: 18
  ident: bib0080
  article-title: Assessing robustness in multimodal transportation systems: a case study in lisbon
  publication-title: Eur Transp Res Rev
– volume: 87
  year: 2023
  ident: bib0031
  article-title: Analyzing the tradeoff between vulnerability and recoverability investments for interdependent infrastructure networks
  publication-title: Socioecon Plann Sci
– volume: 18
  start-page: 85
  year: 2018
  end-page: 113
  ident: bib0100
  article-title: The road most travelled: the impact of urban road infrastructure on supply chain network vulnerability
  publication-title: Netw Spat Econ
– year: 2016
  ident: bib0107
  article-title: Network science
– volume: 10
  start-page: 1017
  year: 2019
  ident: bib0110
  article-title: Scale-free networks are rare
  publication-title: Nat Commun
– reference: Li, Q., Dong, S., Mostafavi, A. Modeling of Inter-Organizational Coordination Dynamics in Resilience Planning: A Multilayer Network Simulation Framework. ASCE International Conference on Computing in Civil Engineering, 2019, p. 515–522.
– start-page: 245.121160
  year: 2024
  ident: bib151
  article-title: ChewA.W.Z. Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning
  publication-title: Expert Syst Appl
– volume: 107
  year: 2023
  ident: bib0049
  article-title: Multiplex reconstruction with partial information
  publication-title: Phys Rev E
– volume: 13
  start-page: 955
  year: 2022
  ident: bib0103
  article-title: Recovery coupling in multilayer networks
  publication-title: Nat Commun
– volume: 170
  start-page: 1194
  year: 2006
  end-page: 1212
  ident: bib0109
  article-title: Complex systems: network thinking
  publication-title: Artif Intell
– volume: 46
  start-page: 283
  year: 2009
  end-page: 289
  ident: bib0124
  article-title: On resistance-distance and Kirchhoff index
  publication-title: J Math Chem
– year: 2023
  ident: bib0005
  article-title: Risk assessment of critical infrastructures: a methodology based on criticality of infrastructure elements
  publication-title: Reliab Eng Syst Saf
– year: 2018
  ident: bib0054
  article-title: Routledge handbook of sustainable and resilient infrastructure
– volume: 231
  year: 2023
  ident: bib0023
  article-title: Joint pre- and post-disaster planning to enhance the resilience of critical infrastructures
  publication-title: Reliab Eng Syst Saf
– volume: 231
  year: 2023
  ident: bib0022
  article-title: Resilience-oriented network reconfiguration strategies for community emergency medical services
  publication-title: Reliab Eng Syst Saf
– volume: 109
  year: 2024
  ident: bib0048
  article-title: Reconstruction of multiplex networks via graph embeddings
  publication-title: Phys Rev E
– start-page: 1
  year: 2021
  end-page: 5
  ident: bib0096
  article-title: Resilience-Based Performance Measures for Next-Generation Systems Security Engineering. 2021 International Carnahan Conference on Security Technology
  publication-title: (ICCST)
– volume: 39
  start-page: 656
  year: 2024
  end-page: 678
  ident: bib0041
  article-title: A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation
  publication-title: Comput Aided Civ Infrastruct Eng
– year: 2022
  ident: bib0071
  article-title: Multimodal urban mobility and multilayer transport networks
  publication-title: Environ Plan B Urban Anal City Sci
– volume: 2
  start-page: 907
  year: 2019
  end-page: 913
  ident: bib0118
  article-title: Realizing resilience for decision-making
  publication-title: Nat Sustain
– volume: 10
  year: 2020
  ident: bib0136
  article-title: Predicting collapse of adaptive networked systems without knowing the network
  publication-title: Sci Rep
– start-page: 321
  year: 2021
  end-page: 333
  ident: bib0105
  publication-title: A Complex Systems Approach to Develop a Multilayer Network Model for High Consequence Facility Security
– volume: 587
  year: 2022
  ident: bib0108
  article-title: Random networks are heterogeneous exhibiting a multi-scaling law
  publication-title: Phys A
– volume: 213
  year: 2021
  ident: bib0030
  article-title: Development of an input-output model considering simultaneous effect of risks in infrastructure under dynamic conditions
  publication-title: Reliab Eng Syst Saf
– volume: 243
  year: 2024
  ident: bib0035
  article-title: Comparison of topological functionality-based resilience metrics using link criticality
  publication-title: Reliab Eng Syst Saf
– volume: 58
  start-page: 5171
  year: 2022
  end-page: 5183
  ident: bib0091
  article-title: Techno-economic analysis and optimal operation of a hydrogen refueling station providing frequency ancillary services
  publication-title: IEEE Trans Ind Appl
– volume: 8
  start-page: 377
  year: 2018
  end-page: 389
  ident: bib0094
  article-title: A model of interdependent infrastructure system resilience
  publication-title: Int. J Saf Secur Eng
– volume: 237
  year: 2023
  ident: bib0123
  article-title: Importance measure-based resilience management: review, methodology and perspectives on maintenance
  publication-title: Reliab Eng Syst Saf
– volume: 232
  year: 2021
  ident: bib0119
  article-title: Seismic loss estimation software: a comprehensive review of risk assessment steps, software development and limitations
  publication-title: Eng Struct
– volume: 8
  year: 2017
  ident: bib0132
  article-title: Optimal percolation on multiplex networks
  publication-title: Nat Commun
– volume: 150
  year: 2023
  ident: bib0036
  article-title: Adapting HLA-based co-simulation for interdependent infrastructure resilience management
  publication-title: Autom Constr
– volume: 8
  year: 2023
  ident: bib0002
  article-title: Harnessing AI and robotics in humanitarian assistance and disaster response
  publication-title: Sci Robot
– volume: 225
  year: 2023
  ident: bib0039
  article-title: Time series clustering for TBM performance investigation using spatio-temporal complex networks
  publication-title: Expert Syst Appl
– volume: 158
  start-page: 105240
  year: 2024
  ident: bib152
  article-title: Digital twin enabled real-time advanced control of TBM operation using deep learning methods
  publication-title: Automat Constr
– volume: 4
  start-page: 112
  year: 2019
  end-page: 123
  ident: bib0053
  article-title: A multidisciplinary definition and evaluation of resilience: the role of social justice in defining resilience
  publication-title: Sustain Resilient Infrastruct
– volume: 22
  start-page: 93035
  year: 2020
  ident: bib0116
  article-title: Abrupt transition due to non-local cascade propagation in multiplex systems
  publication-title: New J Phys
– volume: 7
  start-page: 1296
  year: 2020
  end-page: 1305
  ident: bib0130
  article-title: History-dependent percolation on multiplex networks
  publication-title: Natl Sci Rev
– start-page: 642
  year: 2022
  end-page: 648
  ident: bib0088
  article-title: Maximum flow-based vulnerability assessment of coupled power-traffic systems
  publication-title: Proceedings of the 2022 4th international conference on electrical engineering and control technologies (CEECT)
– volume: 228
  year: 2022
  ident: bib0047
  article-title: Quantifying component importance for disaster resilience of communities with interdependent civil infrastructure systems
  publication-title: Reliab Eng Syst Saf
– volume: 145
  year: 2019
  ident: bib0104
  article-title: REACT: reactive resilience for critical infrastructures using graph-coloring techniques
  publication-title: J Netw Comput Appl
– volume: 9
  year: 2019
  ident: bib0144
  article-title: Assessing diversity in multiplex networks
  publication-title: Sci Rep
– start-page: 226
  year: 2018
  end-page: 233
  ident: bib0114
  article-title: Resilience and the Coevolution of Interdependent Multiplex Networks
  publication-title: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
– ident: bib0097
  article-title: Leveraging Resilience Metrics to Support Security System Analysis
– volume: 12
  year: 2022
  ident: bib0127
  article-title: A model for cascading failures with the probability of failure described as a logistic function
  publication-title: Sci Rep
– volume: 107
  start-page: 1047
  year: 2021
  end-page: 1068
  ident: bib0122
  article-title: A review of modelling methodologies for flood source area (FSA) identification
  publication-title: Nat Hazards
– volume: 108
  start-page: 195
  year: 2017
  end-page: 208
  ident: bib0074
  article-title: Vulnerability of international freight flows to shipping network disruptions: a multiplex network perspective
  publication-title: Transp Res E Logist Transp Rev
– volume: 32
  start-page: 93123
  year: 2022
  ident: bib0101
  article-title: Resilience of supply-chain systems under perturbations: a network approach
  publication-title: Chaos
– volume: 5
  start-page: 102
  year: 2020
  end-page: 124
  ident: bib0012
  article-title: Bridging resilience and sustainability - decision analysis for design and management of infrastructure systems*
  publication-title: Sustain Resilient Infrastruct
– volume: 13
  year: 2023
  ident: bib0142
  article-title: Personal sustained cooperation based on networked evolutionary game theory
  publication-title: Sci Rep
– volume: 98
  year: 2018
  ident: bib0113
  article-title: Targeted damage to interdependent networks
  publication-title: Phys Rev E
– volume: 11
  start-page: 807
  year: 2020
  end-page: 820
  ident: bib0065
  article-title: Characterizing uncertainty in city-wide disaster recovery through geospatial multi-lifeline restoration modeling of earthquake impact in the district of North Vancouver
  publication-title: Int J Disaster Risk Sci
– volume: 158
  year: 2023
  ident: bib0037
  article-title: An advanced approach to the system safety in sociotechnical systems
  publication-title: Saf Sci
– volume: 147
  year: 2022
  ident: bib0149
  article-title: Loss and damage assessment in critical infrastructures due to extreme events
  publication-title: Saf Sci
– volume: 97
  year: 2023
  ident: bib0027
  article-title: Agent-based societal impact modeling for infrastructure disruption and countermeasures analyses
  publication-title: Sustain Cities Soc
– volume: 11
  start-page: 6552
  year: 2019
  ident: bib0093
  article-title: Resilience assessment of interdependent infrastructure systems: a case study based on different response strategies
  publication-title: Sustainability
– volume: 5
  start-page: 741
  year: 2022
  end-page: 748
  ident: bib0117
  article-title: Risk science offers an integrated approach to resilience
  publication-title: Nat Sustain
– volume: 11
  year: 2020
  ident: bib0143
  article-title: NoN-markovian recovery makes complex networks more resilient against large-scale failures
  publication-title: Nat Commun
– volume: 10
  year: 2020
  ident: bib0138
  article-title: Mitigation of cascading failures in complex networks
  publication-title: Sci Rep
– volume: 92
  year: 2021
  ident: bib0111
  article-title: Percolation in multilayer complex networks with connectivity and interdependency topological structures
  publication-title: Commun Nonlinear Sci Numer Simul
– volume: 14
  start-page: 121
  year: 2022
  end-page: 132
  ident: bib0064
  article-title: Resilience characterization for multilayer infrastructure networks
  publication-title: IEEE Intell Transp Syst Mag
– volume: 241
  year: 2024
  ident: bib0013
  article-title: Post-earthquake functionality assessment for urban subway systems: incorporating the combined effects of seismic performance of structural and non-structural systems and functional interdependencies
  publication-title: Reliab Eng Syst Saf
– volume: 95
  year: 2023
  ident: bib0015
  article-title: Empirical patterns of interdependencies among critical infrastructures in cascading disasters: evidence from a comprehensive multi-case analysis
  publication-title: Int J Disaster Risk Reduct
– volume: 117
  start-page: 17528
  year: 2020
  end-page: 17534
  ident: bib0129
  article-title: Multiple metastable network states in urban traffic
  publication-title: Proc Natl Acad Sci - PNAS
– volume: 13
  start-page: 291
  year: 2020
  end-page: 325
  ident: bib0072
  article-title: Analysis of the global maritime transportation system as a layered network
  publication-title: J Transp Secur
– volume: 20
  start-page: 450
  year: 2022
  ident: bib0079
  article-title: Invulnerability of the urban agglomeration integrated passenger transport network under emergency events
  publication-title: Int J Environ Res Public Health
– volume: 165
  year: 2023
  ident: bib0006
  article-title: Coupling and complexity at the global scale: flows, networks, interconnectedness and synchronicity (e.g. Covid-19)
  publication-title: Saf Sci
– volume: 58
  start-page: 2792
  year: 2022
  end-page: 2802
  ident: bib0089
  article-title: Toward the resilient design of interdependencies between hydrogen refueling and power systems
  publication-title: IEEE Trans Ind Appl
– volume: 8
  start-page: 45
  year: 2019
  end-page: 64
  ident: bib0102
  article-title: Exploring the multiplex architecture of supply networks
  publication-title: Int J Supply Chain Manag
– volume: 217
  year: 2022
  ident: bib0056
  article-title: Mathematical modeling of interdependent infrastructure: an object-oriented approach for generalized network-system analysis
  publication-title: Reliab Eng Syst Saf
– volume: 608
  start-page: 80
  year: 2022
  end-page: 86
  ident: bib0004
  article-title: The challenge of unprecedented floods and droughts in risk management
  publication-title: Nature
– volume: 42
  year: 2023
  ident: bib0008
  article-title: Impacts of 5G on cyber-physical risks for interdependent connected smart critical infrastructure systems
  publication-title: Int J Crit Infrastruct Prot
– volume: 8
  start-page: 111
  year: 2022
  end-page: 120
  ident: bib0062
  article-title: Evaluating the resilience of cyber–physical​ power systems by weighted spectral analysis
  publication-title: Energy Rep
– volume: 225
  year: 2022
  ident: bib0085
  article-title: Green port oriented resilience improvement for traffic-power coupled networks
  publication-title: Reliab Eng Syst Saf
– volume: 3
  year: 2022
  ident: bib0128
  article-title: Modest flooding can trigger catastrophic road network collapse due to compound failure
  publication-title: Commun Earth Environ
– year: 2023
  ident: bib0147
  article-title: Looking beyond individual failures: a system-wide assessment of water infrastructure resilience to extreme events
  publication-title: Reliab Eng Syst Saf
– volume: 421
  year: 2021
  ident: bib0060
  article-title: Network of networks: a bibliometric analysis
  publication-title: Phys D
– volume: 221
  year: 2022
  ident: bib0078
  article-title: A modified connectivity link addition strategy to improve the resilience of multiplex networks against attacks
  publication-title: Reliab Eng Syst Saf
– volume: 10
  year: 2020
  ident: bib0145
  article-title: Resilience of urban transport network-of-networks under intense flood hazards exacerbated by targeted attacks
  publication-title: Sci Rep
– volume: 124
  year: 2023
  ident: bib0033
  article-title: Disruption propagation and repair response in interdependent system: network model and simulation approach
  publication-title: Simul Model Pract Theory
– volume: 24
  start-page: 144
  year: 2019
  end-page: 165
  ident: bib0026
  article-title: Interdependent Critical Infrastructure Model (ICIM): an agent-based model of power and water infrastructure
  publication-title: Int J Crit Infrastruct Prot
– volume: 18
  start-page: 43035
  year: 2016
  ident: bib0061
  article-title: Efficient exploration of multiplex networks
  publication-title: New J Phys
– volume: 198
  start-page: 1070
  year: 2017
  end-page: 1083
  ident: bib0009
  article-title: On the probabilistic characterization of robustness and resilience
  publication-title: Procedia engineering
– volume: 237
  year: 2023
  ident: bib0043
  article-title: A resilience-based framework for the optimal coupling of interdependent critical infrastructures
  publication-title: Reliab Eng Syst Saf
– year: 2023
  ident: bib0135
  article-title: Emergent stability in complex network dynamics
  publication-title: Nat Phys
– volume: 238
  year: 2023
  ident: bib0016
  article-title: Modelling principal-agent dilemma for management of resilience in interdependent infrastructure systems
  publication-title: Reliab Eng Syst Saf
– volume: 102
  start-page: 169
  year: 2018
  end-page: 177
  ident: bib0029
  article-title: Restoration resource allocation model for enhancing resilience of interdependent infrastructure systems
  publication-title: Saf Sci
– volume: 217
  year: 2022
  ident: bib0057
  article-title: Modeling time-varying reliability and resilience of deteriorating infrastructure
  publication-title: Reliab Eng Syst Saf
– volume: 583
  year: 2021
  ident: bib0115
  article-title: Cascading failures in multiplex network under flow redistribution
  publication-title: Phys A
– volume: 10
  year: 2020
  ident: bib0125
  article-title: Node-level resilience loss in dynamic complex networks
  publication-title: Sci Rep
– volume: 3
  year: 2016
  ident: bib0069
  article-title: Assessing urban strategies for reducing the impacts of extreme weather on infrastructure networks
  publication-title: R Soc Open Sci
– volume: 13
  year: 2023
  ident: bib0051
  article-title: Evolution of cooperation in multiplex networks through asymmetry between interaction and replacement
  publication-title: Sci Rep
– volume: 10
  start-page: 13339
  year: 2020
  ident: bib0068
  article-title: The multiplex efficiency index: unveiling the Brazilian air transportation multiplex network—BATMN
  publication-title: Sci Rep
– volume: 90
  start-page: 28
  year: 2016
  end-page: 36
  ident: bib0076
  article-title: Recent advances on failure and recovery in networks of networks
  publication-title: Chaos Solitons Fractals
– start-page: 329
  year: 2022
  end-page: 333
  ident: bib0084
  article-title: Cascade failure propagation in electric vehicle charging systems considering load redistribution
  publication-title: Proceedings of the 2022 4th international conference on electrical engineering and control technologies (CEECT)
– volume: 107
  year: 2011
  ident: bib0059
  article-title: Robustness of a network of networks
  publication-title: Phys Rev Lett
– volume: 243
  year: 2024
  ident: bib0034
  article-title: Link criticality index: refinement, framework extension, and a case study
  publication-title: Reliab Eng Syst Saf
– volume: 13
  year: 2022
  ident: bib0137
  article-title: Impact of basic network motifs on the collective response to perturbations
  publication-title: Nat Commun
– volume: 81
  year: 2022
  ident: bib0018
  article-title: Interdependent effects of critical infrastructure systems under different types of disruptions
  publication-title: Int J Disaster Risk Reduct
– volume: 3
  start-page: 557
  year: 2022
  end-page: 572
  ident: bib0120
  article-title: Giant tsunami monitoring, early warning and hazard assessment
  publication-title: Nat Rev Earth Environ
– volume: 160
  year: 2023
  ident: bib0020
  article-title: A review of the foundations of systems, infrastructure and governance
  publication-title: Saf Sci
– volume: 243
  year: 2024
  ident: bib0021
  article-title: A multi-stage quantitative resilience analysis and optimization framework considering dynamic decisions for urban infrastructure systems
  publication-title: Reliab Eng Syst Saf
– volume: 152
  year: 2021
  ident: bib0092
  article-title: On the resilience of modern power systems: a complex network perspective
  publication-title: Renew Sustain Energy Rev
– volume: 971
  start-page: 1
  year: 2022
  end-page: 108
  ident: bib0052
  article-title: Network resilience
  publication-title: Phys Rep
– volume: 230
  year: 2023
  ident: bib0148
  article-title: A nexus approach to infrastructure resilience planning under uncertainty
  publication-title: Reliab Eng Syst Saf
– volume: 238
  year: 2023
  ident: bib0014
  article-title: An integrated resilience assessment methodology for emergency response systems based on multi-stage STAMP and dynamic Bayesian networks
  publication-title: Reliab Eng Syst Saf
– volume: 9
  year: 2019
  ident: bib0126
  article-title: Crash dynamics of interdependent networks
  publication-title: Sci Rep
– volume: 20
  start-page: 4160
  year: 2019
  end-page: 4173
  ident: bib0067
  article-title: Hexagon-based convolutional neural network for supply-demand forecasting of ride-sourcing services
  publication-title: IEEE Trans Intell Transp Syst
– volume: 242
  year: 2024
  ident: bib0146
  article-title: Competing risks-based resilience approach for multi-state systems under multiple shocks
  publication-title: Reliab Eng Syst Saf
– volume: 241
  year: 2024
  ident: bib0040
  article-title: Two-stage support vector machine-enabled deep excavation settlement prediction considering class imbalance and multi-source uncertainties
  publication-title: Reliab Eng Syst Saf
– volume: 11
  year: 2021
  ident: bib0141
  article-title: Greedy control of cascading failures in interdependent networks
  publication-title: Sci Rep
– volume: 349
  year: 2023
  ident: bib0032
  article-title: ResQ-IOS: an iterative optimization-based simulation framework for quantifying the resilience of interdependent critical infrastructure systems to natural hazards
  publication-title: Appl Energy
– volume: 193
  year: 2020
  ident: bib0045
  article-title: The sensitivity of electric power infrastructure resilience to the spatial distribution of disaster impacts
  publication-title: Reliab Eng Syst Saf
– volume: 3
  start-page: 49
  year: 2018
  end-page: 67
  ident: bib0055
  article-title: Resilience analysis: a mathematical formulation to model resilience of engineering systems
  publication-title: Sustain Resilient Infrastruct
– volume: 11
  year: 2023
  ident: bib0090
  article-title: Multi-time-scale economic scheduling method for electro-hydrogen integrated energy system based on day-ahead long-time-scale and intra-day MPC hierarchical rolling optimization
  publication-title: Front Energy Res
– volume: 18
  start-page: 338
  year: 2022
  end-page: 349
  ident: bib0139
  article-title: Reviving a failed network through microscopic interventions
  publication-title: Nat Phys
– volume: 4
  start-page: 5381
  year: 2014
  ident: bib0083
  article-title: Spatial correlation analysis of cascading failures: congestions and blackouts
  publication-title: Sci Rep
– volume: 27
  start-page: 385
  year: 2012
  end-page: 405
  ident: bib0038
  article-title: Risk management of large rc structures within spatial information system
  publication-title: Comput Aided Civ Infrastruct Eng
– volume: 8
  start-page: 1812
  year: 2017
  end-page: 1832
  ident: bib0121
  article-title: FloodRisk: a collaborative, free and open-source software for flood risk analysis
  publication-title: Geomat Nat Hazards and Risk
– volume: 11
  start-page: 23065
  year: 2021
  ident: bib0070
  article-title: Dynamical efficiency for multimodal time-varying transportation networks
  publication-title: Sci Rep
– volume: 5
  start-page: 353
  year: 2022
  end-page: 361
  ident: bib0086
  article-title: Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode
  publication-title: Glob Energy Interconnect
– volume: 243
  year: 2024
  ident: bib0042
  article-title: A network-based approach to improving robustness of a high-speed train by structure adjustment
  publication-title: Reliab Eng Syst Saf
– volume: 16
  start-page: 2129
  year: 2023
  end-page: 2151
  ident: bib0075
  article-title: A multi-layer modelling approach for mining versatile ports of a global maritime transportation network
  publication-title: Int J Digit Earth
– start-page: 147.105674
  year: 2024
  ident: bib150
  article-title: Enhancing resilience of urban underground space under floods: Current status and future directions
  publication-title: Tunn Undergr Sp Tech
– volume: 8
  start-page: eabq0995
  year: 2023
  ident: bib0003
  article-title: Climate change is increasing the risk of a California megaflood
  publication-title: Sci Adv
– year: 2023
  ident: bib0044
  article-title: A multi-perspective functionality loss assessment of coupled railway and airline systems under localized events
  publication-title: Reliab Eng Syst Saf
– ident: bib0095
  article-title: Impact assessment of anomaly propagation in a naval water distribution cyber-physical system
– volume: 100
  start-page: 52306
  year: 2019
  ident: bib0112
  article-title: Asymmetry in interdependence makes a multilayer system more robust against cascading failures
  publication-title: Phys Rev E
– volume: 322
  year: 2022
  ident: bib0011
  article-title: Towards resilience of offshore wind farms: a framework and application to asset integrity management
  publication-title: Appl Energy
– volume: 30
  year: 2019
  ident: bib0087
  article-title: The cross-networks impact analysis and assessment in multilayer interdependent networks: a case study of critical infrastructures
  publication-title: Int J Mod Phys C
– volume: 308
  start-page: 369
  year: 2023
  end-page: 384
  ident: bib0025
  article-title: Integrated reinforcement and repair of interdependent infrastructure networks under disaster-related uncertainties
  publication-title: Eur J Oper Res
– volume: 104
  year: 2021
  ident: bib0050
  article-title: Multilayer network structure enhances the coexistence of competitive species
  publication-title: Phys Rev E
– volume: 160
  year: 2023
  ident: bib0001
  article-title: Indicator-based resilience assessment for critical infrastructures – A review
  publication-title: Saf Sci
– volume: 14
  start-page: e0224522
  year: 2014
  ident: bib0098
  article-title: Modeling of inter-organizational coordination dynamics in resilience planning of infrastructure systems: A multilayer network simulation framework
  publication-title: PLoS One
– volume: 5
  start-page: 163
  year: 2022
  ident: bib0063
  article-title: Discrimination reveals reconstructability of multiplex networks from partial observations
  publication-title: Commun Phys
– volume: 164
  year: 2022
  ident: bib0133
  article-title: Weak percolation on multiplex networks with overlapping edges
  publication-title: Chaos Solit Fractals
– volume: 106
  year: 2022
  ident: bib0134
  article-title: Feature-enriched core percolation in multiplex networks
  publication-title: Phys Rev E
– volume: 11
  start-page: 21250
  year: 2021
  ident: bib0073
  article-title: Measuring the effect of distance on the network topology of the global container shipping network
  publication-title: Sci Rep
– volume: 14
  year: 2023
  ident: bib0131
  article-title: Diffusion capacity of single and interconnected networks
  publication-title: Nat Commun
– reference: .
– ident: bib0106
  article-title: A Multiplex Complex Systems Model for Engineering Security Systems
– volume: 26
  year: 2020
  ident: bib0019
  article-title: Infrastructure Interdependencies: opportunities from complexity
  publication-title: J Infrastruct Syst
– volume: 16
  start-page: 843
  year: 2022
  end-page: 859
  ident: bib0081
  article-title: Multilayer structures and resilience evaluation for multimode regional rail transit system
  publication-title: IET Intell Transp Syst
– volume: 168
  year: 2023
  ident: bib0007
  article-title: An interconnectivity framework for analyzing and demarcating real-time operations across critical infrastructures and over time
  publication-title: Saf Sci
– volume: 21
  start-page: 45002
  year: 2019
  ident: bib0082
  article-title: Remote control of cascading dynamics on complex multilayer networks
  publication-title: New J Phys
– volume: 238
  year: 2023
  ident: bib0046
  article-title: Railway operation recovery method of regional high-speed railway based on optimal resilience after earthquakes
  publication-title: Reliab Eng Syst Saf
– volume: 372
  start-page: n71
  year: 2021
  ident: bib0058
  article-title: The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
  publication-title: BMJ
– volume: 52
  start-page: 3808
  year: 2022
  end-page: 3821
  ident: bib0077
  article-title: Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures
  publication-title: IEEE Trans Syst Man Cybern Syst
– volume: 19
  start-page: 1696
  year: 2023
  end-page: 1710
  ident: bib0017
  article-title: Quantifying disaster resilience of a community with interdependent civil infrastructure systems
  publication-title: Struct Infrastruct Eng
– volume: 241
  year: 2024
  ident: bib0024
  article-title: Resilience-driven post-disaster restoration of interdependent infrastructure systems under different decision-making environments
  publication-title: Reliab Eng Syst Saf
– volume: 16
  start-page: 843
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0081
  article-title: Multilayer structures and resilience evaluation for multimode regional rail transit system
  publication-title: IET Intell Transp Syst
  doi: 10.1049/itr2.12179
– volume: 58
  start-page: 2792
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0089
  article-title: Toward the resilient design of interdependencies between hydrogen refueling and power systems
  publication-title: IEEE Trans Ind Appl
  doi: 10.1109/TIA.2021.3122401
– volume: 243
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0034
  article-title: Link criticality index: refinement, framework extension, and a case study
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109889
– volume: 8
  start-page: 1812
  year: 2017
  ident: 10.1016/j.ress.2024.110300_bib0121
  article-title: FloodRisk: a collaborative, free and open-source software for flood risk analysis
  publication-title: Geomat Nat Hazards and Risk
  doi: 10.1080/19475705.2017.1388854
– year: 2016
  ident: 10.1016/j.ress.2024.110300_bib0107
– volume: 150
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0036
  article-title: Adapting HLA-based co-simulation for interdependent infrastructure resilience management
  publication-title: Autom Constr
  doi: 10.1016/j.autcon.2023.104860
– volume: 152
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0092
  article-title: On the resilience of modern power systems: a complex network perspective
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2021.111646
– ident: 10.1016/j.ress.2024.110300_bib0095
– volume: 213
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0030
  article-title: Development of an input-output model considering simultaneous effect of risks in infrastructure under dynamic conditions
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2021.107653
– volume: 11
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0141
  article-title: Greedy control of cascading failures in interdependent networks
  publication-title: Sci Rep
  doi: 10.1038/s41598-021-82843-8
– volume: 10
  start-page: 1017
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0110
  article-title: Scale-free networks are rare
  publication-title: Nat Commun
  doi: 10.1038/s41467-019-08746-5
– volume: 52
  start-page: 3808
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0077
  article-title: Enhancing Robustness and Resilience of Multiplex Networks Against Node-Community Cascading Failures
  publication-title: IEEE Trans Syst Man Cybern Syst
  doi: 10.1109/TSMC.2021.3073212
– volume: 8
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0002
  article-title: Harnessing AI and robotics in humanitarian assistance and disaster response
  publication-title: Sci Robot
  doi: 10.1126/scirobotics.adj2767
– volume: 58
  start-page: 5171
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0091
  article-title: Techno-economic analysis and optimal operation of a hydrogen refueling station providing frequency ancillary services
  publication-title: IEEE Trans Ind Appl
  doi: 10.1109/TIA.2022.3167377
– volume: 9
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0144
  article-title: Assessing diversity in multiplex networks
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-38869-0
– volume: 241
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0013
  article-title: Post-earthquake functionality assessment for urban subway systems: incorporating the combined effects of seismic performance of structural and non-structural systems and functional interdependencies
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109641
– start-page: 147.105674
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib150
  article-title: Enhancing resilience of urban underground space under floods: Current status and future directions
  publication-title: Tunn Undergr Sp Tech
– year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0005
  article-title: Risk assessment of critical infrastructures: a methodology based on criticality of infrastructure elements
  publication-title: Reliab Eng Syst Saf
– volume: 10
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0140
  article-title: Taming out-of-equilibrium dynamics on interconnected networks
  publication-title: Nat Commun
  doi: 10.1038/s41467-019-13291-2
– volume: 587
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0108
  article-title: Random networks are heterogeneous exhibiting a multi-scaling law
  publication-title: Phys A
  doi: 10.1016/j.physa.2021.126479
– volume: 11
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0143
  article-title: NoN-markovian recovery makes complex networks more resilient against large-scale failures
  publication-title: Nat Commun
– volume: 87
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0031
  article-title: Analyzing the tradeoff between vulnerability and recoverability investments for interdependent infrastructure networks
  publication-title: Socioecon Plann Sci
  doi: 10.1016/j.seps.2023.101508
– volume: 8
  year: 2017
  ident: 10.1016/j.ress.2024.110300_bib0132
  article-title: Optimal percolation on multiplex networks
  publication-title: Nat Commun
  doi: 10.1038/s41467-017-01442-2
– volume: 124
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0033
  article-title: Disruption propagation and repair response in interdependent system: network model and simulation approach
  publication-title: Simul Model Pract Theory
  doi: 10.1016/j.simpat.2023.102730
– volume: 13
  start-page: 291
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0072
  article-title: Analysis of the global maritime transportation system as a layered network
  publication-title: J Transp Secur
  doi: 10.1007/s12198-019-00204-z
– volume: 147
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0149
  article-title: Loss and damage assessment in critical infrastructures due to extreme events
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2021.105587
– volume: 168
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0007
  article-title: An interconnectivity framework for analyzing and demarcating real-time operations across critical infrastructures and over time
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2023.106308
– volume: 170
  start-page: 1194
  year: 2006
  ident: 10.1016/j.ress.2024.110300_bib0109
  article-title: Complex systems: network thinking
  publication-title: Artif Intell
  doi: 10.1016/j.artint.2006.10.002
– volume: 18
  start-page: 338
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0139
  article-title: Reviving a failed network through microscopic interventions
  publication-title: Nat Phys
  doi: 10.1038/s41567-021-01474-y
– volume: 11
  start-page: 21250
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0073
  article-title: Measuring the effect of distance on the network topology of the global container shipping network
  publication-title: Sci Rep
  doi: 10.1038/s41598-021-00387-3
– volume: 32
  start-page: 93123
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0101
  article-title: Resilience of supply-chain systems under perturbations: a network approach
  publication-title: Chaos
  doi: 10.1063/5.0096983
– ident: 10.1016/j.ress.2024.110300_bib0106
– volume: 14
  start-page: e0224522
  year: 2014
  ident: 10.1016/j.ress.2024.110300_bib0098
  article-title: Modeling of inter-organizational coordination dynamics in resilience planning of infrastructure systems: A multilayer network simulation framework
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0224522
– volume: 158
  start-page: 105240
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib152
  article-title: Digital twin enabled real-time advanced control of TBM operation using deep learning methods
  publication-title: Automat Constr
  doi: 10.1016/j.autcon.2023.105240
– volume: 243
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0042
  article-title: A network-based approach to improving robustness of a high-speed train by structure adjustment
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109857
– volume: 20
  start-page: 4160
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0067
  article-title: Hexagon-based convolutional neural network for supply-demand forecasting of ride-sourcing services
  publication-title: IEEE Trans Intell Transp Syst
  doi: 10.1109/TITS.2018.2882861
– volume: 19
  start-page: 1696
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0017
  article-title: Quantifying disaster resilience of a community with interdependent civil infrastructure systems
  publication-title: Struct Infrastruct Eng
  doi: 10.1080/15732479.2022.2052912
– volume: 198
  start-page: 1070
  year: 2017
  ident: 10.1016/j.ress.2024.110300_bib0009
  article-title: On the probabilistic characterization of robustness and resilience
– volume: 13
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0137
  article-title: Impact of basic network motifs on the collective response to perturbations
  publication-title: Nat Commun
  doi: 10.1038/s41467-022-32913-w
– year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0135
  article-title: Emergent stability in complex network dynamics
  publication-title: Nat Phys
  doi: 10.1038/s41567-023-02020-8
– volume: 241
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0040
  article-title: Two-stage support vector machine-enabled deep excavation settlement prediction considering class imbalance and multi-source uncertainties
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109578
– volume: 322
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0011
  article-title: Towards resilience of offshore wind farms: a framework and application to asset integrity management
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2022.119429
– volume: 108
  start-page: 195
  year: 2017
  ident: 10.1016/j.ress.2024.110300_bib0074
  article-title: Vulnerability of international freight flows to shipping network disruptions: a multiplex network perspective
  publication-title: Transp Res E Logist Transp Rev
  doi: 10.1016/j.tre.2017.10.015
– volume: 225
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0085
  article-title: Green port oriented resilience improvement for traffic-power coupled networks
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.108569
– volume: 608
  start-page: 80
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0004
  article-title: The challenge of unprecedented floods and droughts in risk management
  publication-title: Nature
  doi: 10.1038/s41586-022-04917-5
– volume: 5
  start-page: 102
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0012
  article-title: Bridging resilience and sustainability - decision analysis for design and management of infrastructure systems*
  publication-title: Sustain Resilient Infrastruct
  doi: 10.1080/23789689.2017.1417348
– volume: 242
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0146
  article-title: Competing risks-based resilience approach for multi-state systems under multiple shocks
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109773
– year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0147
  article-title: Looking beyond individual failures: a system-wide assessment of water infrastructure resilience to extreme events
  publication-title: Reliab Eng Syst Saf
– volume: 12
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0010
  article-title: Resilience informed integrity management of wind turbine parks
  publication-title: Energies
  doi: 10.3390/en12142729
– volume: 237
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0123
  article-title: Importance measure-based resilience management: review, methodology and perspectives on maintenance
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109383
– start-page: 226
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0114
  article-title: Resilience and the Coevolution of Interdependent Multiplex Networks
– volume: 9
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0126
  article-title: Crash dynamics of interdependent networks
  publication-title: Sci Rep
– volume: 26
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0019
  article-title: Infrastructure Interdependencies: opportunities from complexity
  publication-title: J Infrastruct Syst
  doi: 10.1061/(ASCE)IS.1943-555X.0000575
– volume: 14
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0131
  article-title: Diffusion capacity of single and interconnected networks
  publication-title: Nat Commun
  doi: 10.1038/s41467-023-37323-0
– volume: 230
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0148
  article-title: A nexus approach to infrastructure resilience planning under uncertainty
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.108931
– volume: 217
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0057
  article-title: Modeling time-varying reliability and resilience of deteriorating infrastructure
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2021.108074
– volume: 95
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0015
  article-title: Empirical patterns of interdependencies among critical infrastructures in cascading disasters: evidence from a comprehensive multi-case analysis
  publication-title: Int J Disaster Risk Reduct
  doi: 10.1016/j.ijdrr.2023.103862
– volume: 10
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0125
  article-title: Node-level resilience loss in dynamic complex networks
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-60501-9
– volume: 243
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0021
  article-title: A multi-stage quantitative resilience analysis and optimization framework considering dynamic decisions for urban infrastructure systems
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109851
– volume: 221
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0078
  article-title: A modified connectivity link addition strategy to improve the resilience of multiplex networks against attacks
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2021.108294
– volume: 107
  year: 2011
  ident: 10.1016/j.ress.2024.110300_bib0059
  article-title: Robustness of a network of networks
  publication-title: Phys Rev Lett
  doi: 10.1103/PhysRevLett.107.195701
– volume: 160
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0001
  article-title: Indicator-based resilience assessment for critical infrastructures – A review
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2022.106049
– volume: 231
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0023
  article-title: Joint pre- and post-disaster planning to enhance the resilience of critical infrastructures
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.109023
– volume: 81
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0018
  article-title: Interdependent effects of critical infrastructure systems under different types of disruptions
  publication-title: Int J Disaster Risk Reduct
  doi: 10.1016/j.ijdrr.2022.103266
– start-page: 1
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0096
  article-title: Resilience-Based Performance Measures for Next-Generation Systems Security Engineering. 2021 International Carnahan Conference on Security Technology
  publication-title: (ICCST)
– volume: 12
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0127
  article-title: A model for cascading failures with the probability of failure described as a logistic function
  publication-title: Sci Rep
– volume: 10
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0136
  article-title: Predicting collapse of adaptive networked systems without knowing the network
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-57751-y
– volume: 3
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0128
  article-title: Modest flooding can trigger catastrophic road network collapse due to compound failure
  publication-title: Commun Earth Environ
  doi: 10.1038/s43247-022-00366-0
– year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0054
– year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0071
  article-title: Multimodal urban mobility and multilayer transport networks
  publication-title: Environ Plan B Urban Anal City Sci
– volume: 11
  start-page: 6552
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0093
  article-title: Resilience assessment of interdependent infrastructure systems: a case study based on different response strategies
  publication-title: Sustainability
  doi: 10.3390/su11236552
– volume: 30
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0087
  article-title: The cross-networks impact analysis and assessment in multilayer interdependent networks: a case study of critical infrastructures
  publication-title: Int J Mod Phys C
  doi: 10.1142/S0129183119400072
– volume: 217
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0056
  article-title: Mathematical modeling of interdependent infrastructure: an object-oriented approach for generalized network-system analysis
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2021.108042
– start-page: 329
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0084
  article-title: Cascade failure propagation in electric vehicle charging systems considering load redistribution
– volume: 2
  start-page: 907
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0118
  article-title: Realizing resilience for decision-making
  publication-title: Nat Sustain
  doi: 10.1038/s41893-019-0376-1
– volume: 237
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0043
  article-title: A resilience-based framework for the optimal coupling of interdependent critical infrastructures
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109364
– volume: 13
  start-page: 955
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0103
  article-title: Recovery coupling in multilayer networks
  publication-title: Nat Commun
  doi: 10.1038/s41467-022-28379-5
– volume: 7
  start-page: 1296
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0130
  article-title: History-dependent percolation on multiplex networks
  publication-title: Natl Sci Rev
  doi: 10.1093/nsr/nwaa029
– volume: 349
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0032
  article-title: ResQ-IOS: an iterative optimization-based simulation framework for quantifying the resilience of interdependent critical infrastructure systems to natural hazards
  publication-title: Appl Energy
  doi: 10.1016/j.apenergy.2023.121558
– start-page: 642
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0088
  article-title: Maximum flow-based vulnerability assessment of coupled power-traffic systems
– volume: 193
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0045
  article-title: The sensitivity of electric power infrastructure resilience to the spatial distribution of disaster impacts
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2019.106658
– volume: 10
  start-page: 13339
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0068
  article-title: The multiplex efficiency index: unveiling the Brazilian air transportation multiplex network—BATMN
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-69974-0
– volume: 8
  start-page: 111
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0062
  article-title: Evaluating the resilience of cyber–physical​ power systems by weighted spectral analysis
  publication-title: Energy Rep
  doi: 10.1016/j.egyr.2022.09.090
– volume: 102
  start-page: 169
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0029
  article-title: Restoration resource allocation model for enhancing resilience of interdependent infrastructure systems
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2017.10.014
– volume: 11
  start-page: 807
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0065
  article-title: Characterizing uncertainty in city-wide disaster recovery through geospatial multi-lifeline restoration modeling of earthquake impact in the district of North Vancouver
  publication-title: Int J Disaster Risk Sci
  doi: 10.1007/s13753-020-00323-5
– volume: 13
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0142
  article-title: Personal sustained cooperation based on networked evolutionary game theory
  publication-title: Sci Rep
– volume: 971
  start-page: 1
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0052
  article-title: Network resilience
  publication-title: Phys Rep
  doi: 10.1016/j.physrep.2022.04.002
– volume: 20
  start-page: 450
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0079
  article-title: Invulnerability of the urban agglomeration integrated passenger transport network under emergency events
  publication-title: Int J Environ Res Public Health
  doi: 10.3390/ijerph20010450
– volume: 241
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0024
  article-title: Resilience-driven post-disaster restoration of interdependent infrastructure systems under different decision-making environments
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109599
– volume: 22
  year: 2011
  ident: 10.1016/j.ress.2024.110300_bib0066
  article-title: Hexagonal discrete global grid systems for geospatial computing
  publication-title: Arch Photogramm Cartogr Remote Sens
– volume: 165
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0006
  article-title: Coupling and complexity at the global scale: flows, networks, interconnectedness and synchronicity (e.g. Covid-19)
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2023.106193
– volume: 16
  start-page: 2129
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0075
  article-title: A multi-layer modelling approach for mining versatile ports of a global maritime transportation network
  publication-title: Int J Digit Earth
  doi: 10.1080/17538947.2023.2220614
– volume: 42
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0008
  article-title: Impacts of 5G on cyber-physical risks for interdependent connected smart critical infrastructure systems
  publication-title: Int J Crit Infrastruct Prot
  doi: 10.1016/j.ijcip.2023.100617
– volume: 4
  start-page: 5381
  year: 2014
  ident: 10.1016/j.ress.2024.110300_bib0083
  article-title: Spatial correlation analysis of cascading failures: congestions and blackouts
  publication-title: Sci Rep
  doi: 10.1038/srep05381
– volume: 372
  start-page: n71
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0058
  article-title: The PRISMA 2020 statement: an updated guideline for reporting systematic reviews
  publication-title: BMJ
  doi: 10.1136/bmj.n71
– volume: 3
  year: 2016
  ident: 10.1016/j.ress.2024.110300_bib0069
  article-title: Assessing urban strategies for reducing the impacts of extreme weather on infrastructure networks
  publication-title: R Soc Open Sci
  doi: 10.1098/rsos.160023
– volume: 5
  start-page: 353
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0086
  article-title: Generation of typical operation curves for hydrogen storage applied to the wind power fluctuation smoothing mode
  publication-title: Glob Energy Interconnect
  doi: 10.1016/j.gloei.2022.08.002
– start-page: 245.121160
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib151
  article-title: ChewA.W.Z. Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning
  publication-title: Expert Syst Appl
– volume: 21
  start-page: 45002
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0082
  article-title: Remote control of cascading dynamics on complex multilayer networks
  publication-title: New J Phys
  doi: 10.1088/1367-2630/ab0e1a
– volume: 39
  start-page: 656
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0041
  article-title: A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation
  publication-title: Comput Aided Civ Infrastruct Eng
  doi: 10.1111/mice.13021
– volume: 583
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0115
  article-title: Cascading failures in multiplex network under flow redistribution
  publication-title: Phys A
  doi: 10.1016/j.physa.2021.126340
– volume: 5
  start-page: 163
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0063
  article-title: Discrimination reveals reconstructability of multiplex networks from partial observations
  publication-title: Commun Phys
  doi: 10.1038/s42005-022-00928-w
– volume: 243
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0035
  article-title: Comparison of topological functionality-based resilience metrics using link criticality
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109881
– volume: 22
  start-page: 93035
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0116
  article-title: Abrupt transition due to non-local cascade propagation in multiplex systems
  publication-title: New J Phys
  doi: 10.1088/1367-2630/abaf6b
– volume: 238
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0016
  article-title: Modelling principal-agent dilemma for management of resilience in interdependent infrastructure systems
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109424
– volume: 238
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0046
  article-title: Railway operation recovery method of regional high-speed railway based on optimal resilience after earthquakes
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109400
– volume: 421
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0060
  article-title: Network of networks: a bibliometric analysis
  publication-title: Phys D
  doi: 10.1016/j.physd.2021.132889
– volume: 164
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0133
  article-title: Weak percolation on multiplex networks with overlapping edges
  publication-title: Chaos Solit Fractals
  doi: 10.1016/j.chaos.2022.112619
– volume: 27
  start-page: 385
  year: 2012
  ident: 10.1016/j.ress.2024.110300_bib0038
  article-title: Risk management of large rc structures within spatial information system
  publication-title: Comput Aided Civ Infrastruct Eng
  doi: 10.1111/j.1467-8667.2012.00757.x
– volume: 100
  start-page: 52306
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0112
  article-title: Asymmetry in interdependence makes a multilayer system more robust against cascading failures
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.100.052306
– volume: 158
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0037
  article-title: An advanced approach to the system safety in sociotechnical systems
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2022.105961
– volume: 11
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0090
  article-title: Multi-time-scale economic scheduling method for electro-hydrogen integrated energy system based on day-ahead long-time-scale and intra-day MPC hierarchical rolling optimization
  publication-title: Front Energy Res
– volume: 46
  start-page: 283
  year: 2009
  ident: 10.1016/j.ress.2024.110300_bib0124
  article-title: On resistance-distance and Kirchhoff index
  publication-title: J Math Chem
  doi: 10.1007/s10910-008-9459-3
– volume: 238
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0014
  article-title: An integrated resilience assessment methodology for emergency response systems based on multi-stage STAMP and dynamic Bayesian networks
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2023.109445
– volume: 104
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0050
  article-title: Multilayer network structure enhances the coexistence of competitive species
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.104.024402
– volume: 24
  start-page: 144
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0026
  article-title: Interdependent Critical Infrastructure Model (ICIM): an agent-based model of power and water infrastructure
  publication-title: Int J Crit Infrastruct Prot
  doi: 10.1016/j.ijcip.2018.12.002
– volume: 3
  start-page: 557
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0120
  article-title: Giant tsunami monitoring, early warning and hazard assessment
  publication-title: Nat Rev Earth Environ
  doi: 10.1038/s43017-022-00327-3
– volume: 109
  year: 2024
  ident: 10.1016/j.ress.2024.110300_bib0048
  article-title: Reconstruction of multiplex networks via graph embeddings
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.109.024313
– volume: 225
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0039
  article-title: Time series clustering for TBM performance investigation using spatio-temporal complex networks
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2023.120100
– volume: 98
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0113
  article-title: Targeted damage to interdependent networks
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.98.032307
– volume: 10
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0145
  article-title: Resilience of urban transport network-of-networks under intense flood hazards exacerbated by targeted attacks
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-66049-y
– volume: 14
  start-page: 121
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0064
  article-title: Resilience characterization for multilayer infrastructure networks
  publication-title: IEEE Intell Transp Syst Mag
  doi: 10.1109/MITS.2021.3049368
– volume: 107
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0049
  article-title: Multiplex reconstruction with partial information
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.107.024309
– volume: 160
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0020
  article-title: A review of the foundations of systems, infrastructure and governance
  publication-title: Saf Sci
  doi: 10.1016/j.ssci.2023.106060
– volume: 145
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0104
  article-title: REACT: reactive resilience for critical infrastructures using graph-coloring techniques
  publication-title: J Netw Comput Appl
  doi: 10.1016/j.jnca.2019.07.003
– volume: 8
  start-page: eabq0995
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0003
  article-title: Climate change is increasing the risk of a California megaflood
  publication-title: Sci Adv
  doi: 10.1126/sciadv.abq0995
– volume: 97
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0027
  article-title: Agent-based societal impact modeling for infrastructure disruption and countermeasures analyses
  publication-title: Sustain Cities Soc
  doi: 10.1016/j.scs.2023.104737
– year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0044
  article-title: A multi-perspective functionality loss assessment of coupled railway and airline systems under localized events
  publication-title: Reliab Eng Syst Saf
– volume: 18
  start-page: 85
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0100
  article-title: The road most travelled: the impact of urban road infrastructure on supply chain network vulnerability
  publication-title: Netw Spat Econ
  doi: 10.1007/s11067-017-9370-1
– volume: 3
  start-page: 49
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0055
  article-title: Resilience analysis: a mathematical formulation to model resilience of engineering systems
  publication-title: Sustain Resilient Infrastruct
  doi: 10.1080/23789689.2017.1345257
– volume: 8
  start-page: 45
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0102
  article-title: Exploring the multiplex architecture of supply networks
  publication-title: Int J Supply Chain Manag
– volume: 106
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0134
  article-title: Feature-enriched core percolation in multiplex networks
  publication-title: Phys Rev E
  doi: 10.1103/PhysRevE.106.054314
– volume: 308
  start-page: 369
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0025
  article-title: Integrated reinforcement and repair of interdependent infrastructure networks under disaster-related uncertainties
  publication-title: Eur J Oper Res
  doi: 10.1016/j.ejor.2022.10.043
– volume: 8
  start-page: 377
  year: 2018
  ident: 10.1016/j.ress.2024.110300_bib0094
  article-title: A model of interdependent infrastructure system resilience
  publication-title: Int. J Saf Secur Eng
  doi: 10.2495/SAFE-V8-N3-377-389
– ident: 10.1016/j.ress.2024.110300_bib0097
– volume: 10
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0138
  article-title: Mitigation of cascading failures in complex networks
  publication-title: Sci Rep
  doi: 10.1038/s41598-020-72771-4
– volume: 117
  start-page: 17528
  year: 2020
  ident: 10.1016/j.ress.2024.110300_bib0129
  article-title: Multiple metastable network states in urban traffic
  publication-title: Proc Natl Acad Sci - PNAS
  doi: 10.1073/pnas.1907493117
– volume: 228
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0047
  article-title: Quantifying component importance for disaster resilience of communities with interdependent civil infrastructure systems
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.108747
– volume: 11
  start-page: 23065
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0070
  article-title: Dynamical efficiency for multimodal time-varying transportation networks
  publication-title: Sci Rep
  doi: 10.1038/s41598-021-02418-5
– volume: 90
  start-page: 28
  year: 2016
  ident: 10.1016/j.ress.2024.110300_bib0076
  article-title: Recent advances on failure and recovery in networks of networks
  publication-title: Chaos Solitons Fractals
  doi: 10.1016/j.chaos.2016.02.002
– start-page: 321
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0105
– volume: 5
  start-page: 741
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0117
  article-title: Risk science offers an integrated approach to resilience
  publication-title: Nat Sustain
  doi: 10.1038/s41893-022-00893-w
– volume: 107
  start-page: 1047
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0122
  article-title: A review of modelling methodologies for flood source area (FSA) identification
  publication-title: Nat Hazards
  doi: 10.1007/s11069-021-04672-2
– volume: 13
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0051
  article-title: Evolution of cooperation in multiplex networks through asymmetry between interaction and replacement
  publication-title: Sci Rep
  doi: 10.1038/s41598-023-37074-4
– volume: 92
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0111
  article-title: Percolation in multilayer complex networks with connectivity and interdependency topological structures
  publication-title: Commun Nonlinear Sci Numer Simul
  doi: 10.1016/j.cnsns.2020.105492
– volume: 231
  year: 2023
  ident: 10.1016/j.ress.2024.110300_bib0022
  article-title: Resilience-oriented network reconfiguration strategies for community emergency medical services
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2022.109029
– volume: 183
  start-page: 360
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0028
  article-title: Literature review on modeling and simulation of energy infrastructures from a resilience perspective
  publication-title: Reliab Eng Syst Saf
  doi: 10.1016/j.ress.2018.11.029
– volume: 14
  start-page: 1
  year: 2022
  ident: 10.1016/j.ress.2024.110300_bib0080
  article-title: Assessing robustness in multimodal transportation systems: a case study in lisbon
  publication-title: Eur Transp Res Rev
  doi: 10.1186/s12544-022-00552-3
– volume: 18
  start-page: 43035
  year: 2016
  ident: 10.1016/j.ress.2024.110300_bib0061
  article-title: Efficient exploration of multiplex networks
  publication-title: New J Phys
  doi: 10.1088/1367-2630/18/4/043035
– ident: 10.1016/j.ress.2024.110300_bib0099
  doi: 10.1061/9780784482445.066
– volume: 232
  year: 2021
  ident: 10.1016/j.ress.2024.110300_bib0119
  article-title: Seismic loss estimation software: a comprehensive review of risk assessment steps, software development and limitations
  publication-title: Eng Struct
  doi: 10.1016/j.engstruct.2021.111866
– volume: 4
  start-page: 112
  year: 2019
  ident: 10.1016/j.ress.2024.110300_bib0053
  article-title: A multidisciplinary definition and evaluation of resilience: the role of social justice in defining resilience
  publication-title: Sustain Resilient Infrastruct
  doi: 10.1080/23789689.2018.1428162
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Network of networks
Title Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review
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