Application of metaheuristic optimization algorithms-based three strategies in predicting the energy absorption property of a novel aseismic concrete material

This study aims to predict the energy absorption property of a novel aseismic concrete material made of rubber, sand and cement. To investigate the energy absorption property of this novel aseismic concrete material, the energy transmission rate (ETR) was calculated by using the Split-Hopkinson Pres...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Soil dynamics and earthquake engineering (1984) Jg. 173; S. 108085
Hauptverfasser: Mei, Xiancheng, Li, Chuanqi, Cui, Zhen, Sheng, Qian, Chen, Jian, Li, Shaojun
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.10.2023
Schlagworte:
Energy absorption property
Energy transmission rate
Metaheuristic optimization algorithms
Novel aseismic concrete material
Tunnel engineering
Energy absorption property
Metaheuristic optimization algorithms
Tunnel engineering
Energy transmission rate
Novel aseismic concrete material
ISSN:0267-7261, 1879-341X
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract This study aims to predict the energy absorption property of a novel aseismic concrete material made of rubber, sand and cement. To investigate the energy absorption property of this novel aseismic concrete material, the energy transmission rate (ETR) was calculated by using the Split-Hopkinson Pressure Bar (SHPB) device. Furthermore, some prediction models were developed to predict the ETR in order to estimate it in the field and other laboratory environments. Therefore, six metaheuristic optimization algorithms-based three strategies (i.e., evolutionary algorithms: Differential evolution (DE) and Human felicity algorithm (HFA); physical algorithms: Nuclear reaction optimization (NRO) and Lightning search algorithm (LSA); swarm intelligence algorithms: Harris Hawks optimization (HHO) and Tunicate swarm algorithm (TSA)) and random forest (RF) model were combined to generate various hybrid prediction models for forecasting the ETR. The results indicated that the TSA-RF model has the best performance for predicting the ETR in both the training phase (RMSE: 1.5388 and R2: 0.9349) and the testing phase (RMSE: 1.6083 and R2: 0.9165). The sensitive analysis results demonstrated that cement is the most important parameter for predicting the ETR, but the rubber showed the largest negative correlation with the ETR. As a result, the application of artificial intelligence in ETR prediction has been proven to be feasible, this work can provide a novel idea for the development of aseismic materials in tunnel engineering. •81 aseismic concrete specimens made of rubber, river sand and cement were poured to investigate the ETR.•Six metaheuristic optimization algorithms-based three strategies and RF models were combined to predict ETR.•The TSA-RF has the best performance for predicting the ETR and rubber showed the largest negative correlation with the ETR.
AbstractList This study aims to predict the energy absorption property of a novel aseismic concrete material made of rubber, sand and cement. To investigate the energy absorption property of this novel aseismic concrete material, the energy transmission rate (ETR) was calculated by using the Split-Hopkinson Pressure Bar (SHPB) device. Furthermore, some prediction models were developed to predict the ETR in order to estimate it in the field and other laboratory environments. Therefore, six metaheuristic optimization algorithms-based three strategies (i.e., evolutionary algorithms: Differential evolution (DE) and Human felicity algorithm (HFA); physical algorithms: Nuclear reaction optimization (NRO) and Lightning search algorithm (LSA); swarm intelligence algorithms: Harris Hawks optimization (HHO) and Tunicate swarm algorithm (TSA)) and random forest (RF) model were combined to generate various hybrid prediction models for forecasting the ETR. The results indicated that the TSA-RF model has the best performance for predicting the ETR in both the training phase (RMSE: 1.5388 and R2: 0.9349) and the testing phase (RMSE: 1.6083 and R2: 0.9165). The sensitive analysis results demonstrated that cement is the most important parameter for predicting the ETR, but the rubber showed the largest negative correlation with the ETR. As a result, the application of artificial intelligence in ETR prediction has been proven to be feasible, this work can provide a novel idea for the development of aseismic materials in tunnel engineering. •81 aseismic concrete specimens made of rubber, river sand and cement were poured to investigate the ETR.•Six metaheuristic optimization algorithms-based three strategies and RF models were combined to predict ETR.•The TSA-RF has the best performance for predicting the ETR and rubber showed the largest negative correlation with the ETR.
ArticleNumber 108085
Author Mei, Xiancheng
Li, Chuanqi
Cui, Zhen
Li, Shaojun
Chen, Jian
Sheng, Qian
Author_xml – sequence: 1
  givenname: Xiancheng
  orcidid: 0000-0001-5538-0037
  surname: Mei
  fullname: Mei, Xiancheng
  email: xcmei@whrsm.ac.cn
  organization: State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan, 430071, China
– sequence: 2
  givenname: Chuanqi
  orcidid: 0000-0002-8163-5432
  surname: Li
  fullname: Li, Chuanqi
  email: chuanqi.li@univ-grenoble-alpes.fr
  organization: Laboratory 3SR, CNRS UMR 5521, Grenoble Alpes University, Grenoble, 38000, France
– sequence: 3
  givenname: Zhen
  surname: Cui
  fullname: Cui, Zhen
  email: zcui@whrsm.ac.cn
  organization: State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan, 430071, China
– sequence: 4
  givenname: Qian
  surname: Sheng
  fullname: Sheng, Qian
  email: qsheng@whrsm.ac.cn
  organization: State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan, 430071, China
– sequence: 5
  givenname: Jian
  surname: Chen
  fullname: Chen, Jian
  email: jchen@whrsm.ac.cn
  organization: State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan, 430071, China
– sequence: 6
  givenname: Shaojun
  surname: Li
  fullname: Li, Shaojun
  email: sjli@whrsm.ac.cn
  organization: State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences, Wuhan, 430071, China
BookMark eNqFkMFKJDEQhsPigqPuIwh5gR6TTHc6zR5EZHUFwYsHbyGTrp6poTtpKlGYfRif1YzjaS-eCurn_4r6zthJiAEYu5RiKYXUV7tlijj2-7BUQq3KzgjT_GALadquWtXy5YQthNJt1SotT9lZSjshZCuNXrD3m3ke0buMMfA48Amy28IrYcroeZwzTvjvmLpxEwnzdkrV2iXoed4SAE-ZXIYNQuIY-EzQo88YNiUGDgFos-dunSLNn5SZ4gyU94djjof4BiMvNExTuedj8AQZ-FSQhG68YD8HNyb49TXP2fPdn-fbv9Xj0_3D7c1j5Veiy5UzDdR9B0OrjPK16nTvQQxt7ZTWpvZdIxvlB9VotR7AG60aZ8B3JemHzq3OWXPEeoopEQx2Jpwc7a0U9uDY7uyXY3twbI-OS-_3fz2P-dNWkYLjt-3rYxvKZ28IZJNHCL4YJPDZ9hG_IXwAjqGkcQ
CitedBy_id crossref_primary_10_1007_s11771_024_5820_3
crossref_primary_10_1016_j_asoc_2024_111388
crossref_primary_10_1080_10589759_2024_2313569
crossref_primary_10_1007_s11831_025_10228_5
crossref_primary_10_1016_j_trgeo_2024_101229
crossref_primary_10_1016_j_trgeo_2024_101228
crossref_primary_10_1016_j_undsp_2024_01_004
crossref_primary_10_1016_j_conbuildmat_2025_140248
Cites_doi 10.1016/j.conbuildmat.2020.121730
10.1016/j.conbuildmat.2022.128980
10.1016/j.rser.2015.10.092
10.1016/j.soildyn.2012.11.002
10.1520/JAI10933
10.1016/j.conbuildmat.2019.01.178
10.1016/j.wsj.2014.12.002
10.1016/j.tust.2017.07.019
10.1016/j.conbuildmat.2020.120071
10.3390/su12072651
10.1177/2041419618800771
10.1016/j.knosys.2022.108320
10.1016/j.undsp.2017.03.004
10.1007/s10698-011-9112-2
10.1016/j.conbuildmat.2019.07.168
10.1016/j.tust.2016.02.008
10.1016/j.matlet.2022.132960
10.3390/ma16031286
10.1007/s00366-019-00733-0
10.1016/j.conbuildmat.2021.122666
10.1007/s00366-021-01329-3
10.1617/s11527-010-9701-x
10.1016/j.conbuildmat.2021.123603
10.1016/j.rineng.2020.100117
10.1016/j.conbuildmat.2019.08.041
10.1007/s11431-009-0054-z
10.1016/j.jrmge.2018.06.006
10.1016/j.conbuildmat.2012.04.068
10.1016/j.soildyn.2017.11.009
10.1016/j.engappai.2020.103541
10.1016/j.ins.2016.03.025
10.3221/IGF-ESIS.61.06
10.1016/j.engappai.2020.104015
10.1016/j.jclepro.2020.120665
10.1016/j.undsp.2020.05.005
10.1016/j.gsf.2020.09.020
10.1109/ACCESS.2019.2918406
10.1016/j.conbuildmat.2018.09.017
10.1139/cgj-2016-0658
10.1007/s12517-020-5273-4
10.1016/j.tust.2017.12.009
10.1016/j.conbuildmat.2021.123056
10.1007/s40996-021-00784-8
10.1016/j.conbuildmat.2020.120032
10.1007/s10668-017-0054-2
10.1016/j.eswa.2022.118365
10.1016/j.eswa.2021.114952
10.1016/j.asoc.2022.109729
10.1016/j.compstruct.2021.113965
10.1016/j.conbuildmat.2021.124081
10.1016/j.conbuildmat.2021.122669
10.1016/j.trgeo.2022.100819
10.1016/j.oceaneng.2020.108114
10.1016/j.conbuildmat.2019.116730
10.1061/(ASCE)0899-1561(2008)20:10(640)
10.1016/j.conbuildmat.2018.01.073
10.1016/j.future.2019.02.028
10.1023/A:1010933404324
10.1016/j.enggeo.2021.106090
10.1016/j.soildyn.2008.04.002
10.1016/j.jclepro.2016.03.003
10.1016/j.conbuildmat.2012.06.014
10.1097/00063110-199612000-00009
10.1016/S0886-7798(01)00047-5
10.1016/j.conbuildmat.2017.08.131
10.1016/j.trgeo.2022.100806
10.1016/j.enggeo.2022.106837
10.1016/j.conbuildmat.2017.03.196
10.1016/j.asoc.2015.07.028
10.1016/j.conbuildmat.2019.07.108
10.1016/j.gsf.2020.03.007
10.1016/j.conbuildmat.2016.07.054
10.1002/suco.202200850
10.1016/j.conbuildmat.2019.117282
10.1016/j.conbuildmat.2018.05.019
10.1016/j.conbuildmat.2021.125752
10.1016/j.jclepro.2019.117707
ContentType Journal Article
Copyright 2023 Elsevier Ltd
Copyright_xml – notice: 2023 Elsevier Ltd
DBID AAYXX
CITATION
DOI 10.1016/j.soildyn.2023.108085
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1879-341X
ExternalDocumentID 10_1016_j_soildyn_2023_108085
S0267726123003305
GroupedDBID --K
--M
-~X
.~1
0R~
123
1B1
1~.
1~5
4.4
457
4G.
5VS
7-5
71M
8P~
9JN
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AAXUO
ABEFU
ABJNI
ABMAC
ABQEM
ABQYD
ABXDB
ABYKQ
ACDAQ
ACGFS
ACIWK
ACLVX
ACNNM
ACRLP
ACSBN
ADBBV
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFRAH
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
ASPBG
ATOGT
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
DU5
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HVGLF
HZ~
IHE
IMUCA
J1W
JJJVA
KOM
LY7
M41
MO0
N9A
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
Q38
R2-
RIG
ROL
RPZ
SDF
SDG
SDP
SES
SET
SEW
SPC
SPCBC
SSE
SST
SSZ
T5K
TN5
WUQ
Y6R
ZMT
~02
~G-
9DU
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACLOT
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AGQPQ
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
CITATION
EFKBS
~HD
ID FETCH-LOGICAL-c309t-a85e4d9ef7282c4296dce0f74a26684c95152cf2562bfec8625a8ec94c9df9a3
ISICitedReferencesCount 12
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001035710500001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0267-7261
IngestDate Sat Nov 29 07:21:43 EST 2025
Tue Nov 18 20:55:42 EST 2025
Fri Feb 23 02:37:15 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Energy absorption property
Metaheuristic optimization algorithms
Tunnel engineering
Energy transmission rate
Novel aseismic concrete material
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c309t-a85e4d9ef7282c4296dce0f74a26684c95152cf2562bfec8625a8ec94c9df9a3
ORCID 0000-0001-5538-0037
0000-0002-8163-5432
ParticipantIDs crossref_primary_10_1016_j_soildyn_2023_108085
crossref_citationtrail_10_1016_j_soildyn_2023_108085
elsevier_sciencedirect_doi_10_1016_j_soildyn_2023_108085
PublicationCentury 2000
PublicationDate October 2023
2023-10-00
PublicationDateYYYYMMDD 2023-10-01
PublicationDate_xml – month: 10
  year: 2023
  text: October 2023
PublicationDecade 2020
PublicationTitle Soil dynamics and earthquake engineering (1984)
PublicationYear 2023
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Li, Li, Zhang (bib88) 2022
Pant, Zaheer, Garcia-Hernandez, Abraham (bib77) 2020; 90
Romanazzi, Leone, Tondolo, Fantilli, Aiello (bib34) 2021; 272
Medina, Medina, Hernández-Olivares, Navacerrada (bib68) 2017; 144
Thakur, Senthil, Singh (bib73) 2022; 315
Shareef, Ibrahim, Mutlag (bib81) 2015; 36
Tanaka (bib4) 1996; 3
Thomas, Gupta (bib25) 2016; 54
Chinnu, Minnu, Bahurudeen, Senthilkumar (bib39) 2021; 287
Anato, Assogba, Tang, Diakité, Cho Mya (bib19) 2021
Sun, Li, Zhang, Qian (bib56) 2019
Kardani, Bardhan, Samui, Nazem, Zhou, Armaghani (bib97) 2022; 38
Zhang, Li, Wang (bib95) 2020; 258
Saleh, Kaid, Ayed, Kerdal, Chioukh, Leklou (bib102) 2022; 16
Zawawi, Muthusamy, Majeed, Musa, Budiea (bib44) 2020; 27
Mhaya, Huseien, Faridmehr, Abidin, Alyousef, Ismail (bib72) 2021; 295
Heidari, Mirjalili, Faris, Aljarah, Mafarja, Chen (bib82) 2019; 97
Kumar, Mishra, Choudhary (bib92) 2021
Kazmi, Konagai (bib11) 2018; 55
Sherwani, Faraj, Younis, Daraei (bib49) 2021; 14
Kaish, Odimegwu, Zakaria, Abood, Nahar (bib45) 2021; 284
Ozbay, Lachemi, Sevim (bib65) 2011; 44
Nehdi, Khan, Sumner (bib27) 2005; 2
Kuang, Long, Kuang, Guo, Sun (bib36) 2022; 352
Konagai, Takatsu, Kanai, Fujita, Ikeda, Johansson (bib10) 2009; 29
Mia, Salman, Ahmed (bib50) 2017; 3
Ma, Chen, Zhao (bib63) 2019; 11
Zhou, Dai, Du, Khandelwal, Li, Qiu (bib94) 2022; 36
El-Khoja, Ashour, Abdalhmid, Dai, Khan (bib55) 2018; 12
Zhang, Li, Wang (bib57) 2020; 30
Saxena, Siddique, Gupta, Sharma, Chaudhary (bib53) 2018; 176
Kumar, Dev (bib105) 2022; 46
Mei, Cui, Sheng, Zhou, Li (bib62) 2023; 16
Raffoul, Garcia, Pilakoutas, Guadagnini, Medina (bib29) 2016; 124
Wang, Wang, Su, Lin, Seng, Huang (bib8) 2001; 16
Bashir, Kashif, Khushnood (bib18) 2020; 216
Dang, Zhao, Dai Pang, Zhao (bib42) 2020; 262
Parra-Montesinos, Bobet, Ramirez (bib5) 2006; 103
Reda Taha, El-Dieb, Abd El-Wahab, Abdel-Hameed (bib64) 2008; 20
Lu, Hwang (bib9) 2018; 73
Wang, Kwok, Jeng (bib2) 2021; 287
Wei, Huang, Wang, Han, Li (bib79) 2019; 7
Xu, Yao, Yang, Han (bib24) 2020; 232
Topal, Altun (bib74) 2016; 354
Mei, Li, Sheng, Cui, Zhou, Dias (bib21) 2022
Keerio, Abbasi, Kumar, Bheel, Tashfeen (bib43) 2020
Li, Zhou, Armaghani, Cao, Yagiz (bib87) 2021; 7
Ceryan, Samui (bib99) 2020; 13
Li, Long, Ma, Fu, Zeng, Ma, Luo (bib103) 2019; 236
Li, Zhou, Khandelwal, Zhang, Monjezi, Qiu (bib91) 2022
Kumar, Rai, Samui (bib100) 2023
Adnan, Dawood (bib46) 2021; 284
Mei, Sheng, Cui, Luo (bib1) 2021, October; vol. 861
Zhou, Qiu, Armaghani, Zhang, Li, Zhu, Tarinejad (bib89) 2021; 12
Zhou, Chen, Yong (bib93) 2022; 8
Gerges, Issa, Fawaz (bib31) 2018; 9
Esmaeili, Hakami, Bidgoli, Shokouhifar (bib61) 2022; 210
Jaramillo (bib7) 2017; 2
Ly, Nguyen, Tran (bib32) 2021; 301
Abbara, Abdelhalim, Al-Ajamee, Ahmed, Adhikary, Ahmed (bib35) 2022; 17
Li, Tu, Lan, Liu (bib67) 2016; 124
Bisht, Ramana (bib30) 2017; 155
Wang, Gao, Jiang, Yuan (bib12) 2009; 52
Vardhan, Siddique, Goyal (bib41) 2019; 228
Al-Fasih, Huseien, bin Ibrahim, Sam, Algaifi, Alyousef (bib33) 2021; 303
Grădinaru, Muntean, Șerbănoiu, Ciocan, Burlacu (bib38) 2020; 12
Li, Zhou, Armaghani, Li (bib86) 2021; 6
Zhao, Xue, Zhang, Liu, Luo, Ma, Zhang (bib20) 2021; 268
Hashim, Hussien (bib75) 2022; 242
Guo, Xie, Zhao, Zuo (bib40) 2019; 204
Veysari (bib78) 2022; 193
Kaur, Awasthi, Sangal, Dhiman (bib84) 2020; 90
Yu, Chen, Bobet, Yuan (bib14) 2016; 54
O Rourke, Goh, Menkiti, Mair (bib6) 2002; vol. 2
Breiman (bib76) 2001; 45
Bhattacharya, Hyodo, Nikitas, Ismael, Suzuki, Lombardi, Goda (bib15) 2018; 104
Liu, Chen, Li, Guo (bib22) 2012; 36
Kumar, Samui, Burman (bib98) 2022; 103
Al-Tayeb, Aisheh, Qaidi, Tayeh (bib47) 2022; 17
Wang, Zhang (bib13) 2013; 45
Zhang, Li, Liu, Fang, Wang, Yuan, Yu (bib17) 2020; vol. 570
Yang, Xu, Chen, Wang (bib71) 2020; 262
Dawood, Hayder, Falih (bib54) 2021; 14
Nguyen, Moayedi, Foong, Al Najjar, Jusoh, Rashid, Jamali (bib85) 2020; 36
Siddika, Al Mamun, Alyousef, Amran, Aslani, Alabduljabbar (bib104) 2019; 224
Arulmoly, Konthesingha (bib52) 2021
Fergusson (bib80) 2011; 13
Atahan, Yücel (bib28) 2012; 36
Zhang, Wu, Zhong, Li, Wang (bib58) 2021; 12
Yadav, Tiwari (bib26) 2019; 21
Zhang, Jiang, Sugimoto (bib16) 2018; 71
Bai, Zhang, Wu, wei Zhu, Li (bib96) 2021; 177
Kirthika, Singh, Chourasia (bib48) 2020; 268
Sun, Wu, Jiang, Wang, Zhu (bib51) 2020; 6
Záleská, Pavlík, Čítek, Jankovský, Pavlíková (bib101) 2019; 225
Abdelmonem, El-Feky, Nasr, Kohail (bib23) 2019; 227
Gong, Sun, Shu, Huang (bib59) 2018; 189
Feng, Liu, Yang, Li, Jing (bib69) 2018; 165
Li, Zhou, Tao, Du, Wang, Armaghani, Mohamad (bib60) 2022; 36
Kardani, Bardhan, Roy, Samui, Nazem, Armaghani, Zhou (bib83) 2021
Cui, Ge, Li, Li, Xu, Zhou, Wang (bib3) 2022; 309
Mo, Ren, Ye, Tian, Lai (bib37) 2022; 326
Zhou, Qiu, Zhu, Armaghani, Li, Nguyen, Yagiz (bib90) 2021; 97
Khalil, Abd-Elmohsen, Anwar (bib66) 2015; 29
Pham, Elchalakani, Karrech, Hao (bib70) 2019; 10
Kazmi (10.1016/j.soildyn.2023.108085_bib11) 2018; 55
Saleh (10.1016/j.soildyn.2023.108085_bib102) 2022; 16
Wang (10.1016/j.soildyn.2023.108085_bib8) 2001; 16
Wang (10.1016/j.soildyn.2023.108085_bib2) 2021; 287
Topal (10.1016/j.soildyn.2023.108085_bib74) 2016; 354
Yang (10.1016/j.soildyn.2023.108085_bib71) 2020; 262
Kaur (10.1016/j.soildyn.2023.108085_bib84) 2020; 90
Shareef (10.1016/j.soildyn.2023.108085_bib81) 2015; 36
Arulmoly (10.1016/j.soildyn.2023.108085_bib52) 2021
Zhao (10.1016/j.soildyn.2023.108085_bib20) 2021; 268
Kirthika (10.1016/j.soildyn.2023.108085_bib48) 2020; 268
Kumar (10.1016/j.soildyn.2023.108085_bib98) 2022; 103
Abdelmonem (10.1016/j.soildyn.2023.108085_bib23) 2019; 227
Liu (10.1016/j.soildyn.2023.108085_bib22) 2012; 36
Zhang (10.1016/j.soildyn.2023.108085_bib58) 2021; 12
Kardani (10.1016/j.soildyn.2023.108085_bib97) 2022; 38
Romanazzi (10.1016/j.soildyn.2023.108085_bib34) 2021; 272
Zhang (10.1016/j.soildyn.2023.108085_bib57) 2020; 30
Wei (10.1016/j.soildyn.2023.108085_bib79) 2019; 7
Kumar (10.1016/j.soildyn.2023.108085_bib105) 2022; 46
Mei (10.1016/j.soildyn.2023.108085_bib21) 2022
Bisht (10.1016/j.soildyn.2023.108085_bib30) 2017; 155
Ma (10.1016/j.soildyn.2023.108085_bib63) 2019; 11
Wang (10.1016/j.soildyn.2023.108085_bib12) 2009; 52
Mei (10.1016/j.soildyn.2023.108085_bib62) 2023; 16
Khalil (10.1016/j.soildyn.2023.108085_bib66) 2015; 29
Bhattacharya (10.1016/j.soildyn.2023.108085_bib15) 2018; 104
Zhou (10.1016/j.soildyn.2023.108085_bib93) 2022; 8
Yadav (10.1016/j.soildyn.2023.108085_bib26) 2019; 21
Veysari (10.1016/j.soildyn.2023.108085_bib78) 2022; 193
Thomas (10.1016/j.soildyn.2023.108085_bib25) 2016; 54
Atahan (10.1016/j.soildyn.2023.108085_bib28) 2012; 36
Guo (10.1016/j.soildyn.2023.108085_bib40) 2019; 204
Mia (10.1016/j.soildyn.2023.108085_bib50) 2017; 3
Vardhan (10.1016/j.soildyn.2023.108085_bib41) 2019; 228
Al-Tayeb (10.1016/j.soildyn.2023.108085_bib47) 2022; 17
Bashir (10.1016/j.soildyn.2023.108085_bib18) 2020; 216
Záleská (10.1016/j.soildyn.2023.108085_bib101) 2019; 225
Xu (10.1016/j.soildyn.2023.108085_bib24) 2020; 232
Sun (10.1016/j.soildyn.2023.108085_bib56) 2019
Pham (10.1016/j.soildyn.2023.108085_bib70) 2019; 10
Parra-Montesinos (10.1016/j.soildyn.2023.108085_bib5) 2006; 103
Mhaya (10.1016/j.soildyn.2023.108085_bib72) 2021; 295
Zhang (10.1016/j.soildyn.2023.108085_bib16) 2018; 71
Sherwani (10.1016/j.soildyn.2023.108085_bib49) 2021; 14
Pant (10.1016/j.soildyn.2023.108085_bib77) 2020; 90
Sun (10.1016/j.soildyn.2023.108085_bib51) 2020; 6
Esmaeili (10.1016/j.soildyn.2023.108085_bib61) 2022; 210
Ozbay (10.1016/j.soildyn.2023.108085_bib65) 2011; 44
Konagai (10.1016/j.soildyn.2023.108085_bib10) 2009; 29
Reda Taha (10.1016/j.soildyn.2023.108085_bib64) 2008; 20
Li (10.1016/j.soildyn.2023.108085_bib87) 2021; 7
Kumar (10.1016/j.soildyn.2023.108085_bib100) 2023
Dawood (10.1016/j.soildyn.2023.108085_bib54) 2021; 14
Nehdi (10.1016/j.soildyn.2023.108085_bib27) 2005; 2
Gong (10.1016/j.soildyn.2023.108085_bib59) 2018; 189
Heidari (10.1016/j.soildyn.2023.108085_bib82) 2019; 97
Tanaka (10.1016/j.soildyn.2023.108085_bib4) 1996; 3
Bai (10.1016/j.soildyn.2023.108085_bib96) 2021; 177
Mei (10.1016/j.soildyn.2023.108085_bib1) 2021; vol. 861
Breiman (10.1016/j.soildyn.2023.108085_bib76) 2001; 45
Siddika (10.1016/j.soildyn.2023.108085_bib104) 2019; 224
Li (10.1016/j.soildyn.2023.108085_bib103) 2019; 236
Fergusson (10.1016/j.soildyn.2023.108085_bib80) 2011; 13
Zhou (10.1016/j.soildyn.2023.108085_bib90) 2021; 97
Raffoul (10.1016/j.soildyn.2023.108085_bib29) 2016; 124
Li (10.1016/j.soildyn.2023.108085_bib60) 2022; 36
Saxena (10.1016/j.soildyn.2023.108085_bib53) 2018; 176
Zhang (10.1016/j.soildyn.2023.108085_bib17) 2020; vol. 570
Chinnu (10.1016/j.soildyn.2023.108085_bib39) 2021; 287
Zawawi (10.1016/j.soildyn.2023.108085_bib44) 2020; 27
Gerges (10.1016/j.soildyn.2023.108085_bib31) 2018; 9
Li (10.1016/j.soildyn.2023.108085_bib91) 2022
Lu (10.1016/j.soildyn.2023.108085_bib9) 2018; 73
Keerio (10.1016/j.soildyn.2023.108085_bib43) 2020
Al-Fasih (10.1016/j.soildyn.2023.108085_bib33) 2021; 303
Wang (10.1016/j.soildyn.2023.108085_bib13) 2013; 45
Cui (10.1016/j.soildyn.2023.108085_bib3) 2022; 309
Yu (10.1016/j.soildyn.2023.108085_bib14) 2016; 54
Kuang (10.1016/j.soildyn.2023.108085_bib36) 2022; 352
Dang (10.1016/j.soildyn.2023.108085_bib42) 2020; 262
Mo (10.1016/j.soildyn.2023.108085_bib37) 2022; 326
Li (10.1016/j.soildyn.2023.108085_bib67) 2016; 124
Kardani (10.1016/j.soildyn.2023.108085_bib83) 2021
Zhou (10.1016/j.soildyn.2023.108085_bib94) 2022; 36
Thakur (10.1016/j.soildyn.2023.108085_bib73) 2022; 315
Zhang (10.1016/j.soildyn.2023.108085_bib95) 2020; 258
Grădinaru (10.1016/j.soildyn.2023.108085_bib38) 2020; 12
Zhou (10.1016/j.soildyn.2023.108085_bib89) 2021; 12
El-Khoja (10.1016/j.soildyn.2023.108085_bib55) 2018; 12
Medina (10.1016/j.soildyn.2023.108085_bib68) 2017; 144
Kumar (10.1016/j.soildyn.2023.108085_bib92) 2021
O Rourke (10.1016/j.soildyn.2023.108085_bib6) 2002; vol. 2
Nguyen (10.1016/j.soildyn.2023.108085_bib85) 2020; 36
Hashim (10.1016/j.soildyn.2023.108085_bib75) 2022; 242
Anato (10.1016/j.soildyn.2023.108085_bib19) 2021
Li (10.1016/j.soildyn.2023.108085_bib86) 2021; 6
Ly (10.1016/j.soildyn.2023.108085_bib32) 2021; 301
Ceryan (10.1016/j.soildyn.2023.108085_bib99) 2020; 13
Feng (10.1016/j.soildyn.2023.108085_bib69) 2018; 165
Li (10.1016/j.soildyn.2023.108085_bib88) 2022
Abbara (10.1016/j.soildyn.2023.108085_bib35) 2022; 17
Jaramillo (10.1016/j.soildyn.2023.108085_bib7) 2017; 2
Kaish (10.1016/j.soildyn.2023.108085_bib45) 2021; 284
Adnan (10.1016/j.soildyn.2023.108085_bib46) 2021; 284
References_xml – volume: 295
  year: 2021
  ident: bib72
  article-title: Evaluating mechanical properties and impact resistance of modified concrete containing ground Blast Furnace slag and discarded rubber tire crumbs
  publication-title: Construct Build Mater
– volume: 21
  start-page: 485
  year: 2019
  end-page: 568
  ident: bib26
  article-title: The impact of end-of-life tires on the mechanical properties of fine-grained soil: a review
  publication-title: Environ Dev Sustain
– volume: 326
  year: 2022
  ident: bib37
  article-title: Effect of different crumb rubber particle sizes on the flexural properties of crumb rubber concrete
  publication-title: Mater Lett
– year: 2022
  ident: bib88
  article-title: Application of six metaheuristic optimization algorithms and random forest in the uniaxial compressive strength of rock prediction
  publication-title: Appl Soft Comput
– volume: 7
  start-page: 1
  year: 2021
  end-page: 24
  ident: bib87
  article-title: Stochastic assessment of hard rock pillar stability based on the geological strength index system
  publication-title: Geomech Geophys Geo-Energy Geo-Resourc.
– volume: 6
  start-page: 379
  year: 2021
  end-page: 395
  ident: bib86
  article-title: Stability analysis of underground mine hard rock pillars via combination of finite difference methods, neural networks, and Monte Carlo simulation techniques
  publication-title: Undergr Space
– volume: 97
  year: 2021
  ident: bib90
  article-title: Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate
  publication-title: Eng Appl Artif Intell
– volume: 287
  year: 2021
  ident: bib2
  article-title: Seismic response of tunnels revealed in two decades following the 1999 Chi-Chi earthquake (Mw 7.6) in Taiwan: a review
  publication-title: Eng Geol
– volume: 14
  year: 2021
  ident: bib54
  article-title: Physical and mechanical properties of concrete containing PET wastes as a partial replacement for fine aggregates
  publication-title: Case Stud Constr Mater
– start-page: 1
  year: 2021
  end-page: 36
  ident: bib52
  article-title: Pertinence of alternative fine aggregates for concrete and mortar: a brief review on river sand substitutions
  publication-title: Aust J Civ Eng
– volume: 90
  year: 2020
  ident: bib84
  article-title: Tunicate Swarm Algorithm: a new bio-inspired based metaheuristic paradigm for global optimization
  publication-title: Eng Appl Artif Intell
– volume: 103
  start-page: 1195
  year: 2022
  end-page: 1208
  ident: bib98
  article-title: Prediction of probability of liquefaction using soft computing techniques
  publication-title: J Inst Eng: Series A
– start-page: 1
  year: 2021
  end-page: 7
  ident: bib92
  article-title: Prediction of back break in blasting using random decision trees
  publication-title: Eng Comput
– volume: 268
  year: 2021
  ident: bib20
  article-title: Aseismic retrofitting of loess cave using composite materials by shaking table test
  publication-title: Compos Struct
– volume: 242
  year: 2022
  ident: bib75
  article-title: Snake Optimizer: a novel meta-heuristic optimization algorithm
  publication-title: Knowl Base Syst
– volume: 13
  start-page: 1
  year: 2020
  end-page: 18
  ident: bib99
  article-title: Application of soft computing methods in predicting uniaxial compressive strength of the volcanic rocks with different weathering degree
  publication-title: Arabian J Geosci
– volume: 54
  start-page: 102
  year: 2016
  end-page: 116
  ident: bib14
  article-title: Damage observation and assessment of the Longxi tunnel during the Wenchuan earthquake
  publication-title: Tunn Undergr Space Technol
– volume: 16
  start-page: 133
  year: 2001
  end-page: 150
  ident: bib8
  article-title: Assessment of damage in mountain tunnels due to the Taiwan Chi-Chi earthquake
  publication-title: Tunn Undergr Space Technol
– volume: 45
  start-page: 5
  year: 2001
  end-page: 32
  ident: bib76
  article-title: Random forests
  publication-title: Mach Learn
– volume: 224
  start-page: 711
  year: 2019
  end-page: 731
  ident: bib104
  article-title: Properties and utilizations of waste tire rubber in concrete: a review
  publication-title: Construct Build Mater
– volume: 30
  year: 2020
  ident: bib57
  article-title: Predicting uniaxial compressive strength of oil palm shell concrete using a hybrid artificial intelligence model
  publication-title: J Build Eng
– volume: 227
  year: 2019
  ident: bib23
  article-title: Performance of high strength concrete containing recycled rubber
  publication-title: Construct Build Mater
– volume: 352
  year: 2022
  ident: bib36
  article-title: Experimental study on preparation and properties of low content rubberized geopolymer mortar
  publication-title: Construct Build Mater
– volume: vol. 2
  start-page: 1365
  year: 2002
  end-page: 1368
  ident: bib6
  article-title: Highway tunnel performance during the 1999 Duzce earthquake
  publication-title: Proceedings of the international conference on soil mechanics and geotechnical engineering
– volume: 8
  start-page: 1
  year: 2022
  end-page: 29
  ident: bib93
  article-title: Performance evaluation of hybrid YYPO-RF, BWOA-RF and SMA-RF models to predict plastic zones around underground powerhouse caverns
  publication-title: Geomech Geophys Geo-Energy Geo-Resourc.
– start-page: 1
  year: 2021
  end-page: 24
  ident: bib83
  article-title: A novel improved Harris Hawks optimization algorithm coupled with ELM for predicting permeability of tight carbonates
  publication-title: Eng Comput
– volume: 262
  year: 2020
  ident: bib71
  article-title: Experimental study on dynamic mechanics and energy evolution of rubber concrete under cyclic impact loading and dynamic splitting tension
  publication-title: Construct Build Mater
– volume: 36
  year: 2022
  ident: bib60
  article-title: Developing hybrid ELM-ALO, ELM-LSO and ELM-SOA models for predicting advance rate of TBM
  publication-title: Transport Geotech
– start-page: 1
  year: 2022
  end-page: 18
  ident: bib21
  article-title: Development of a hybrid artificial intelligence model to predict the uniaxial compressive strength of a new aseismic layer made of rubber-sand concrete
  publication-title: Mech Adv Mater Struct
– volume: 284
  year: 2021
  ident: bib46
  article-title: Recycling of plastic box waste in the concrete mixture as a percentage of fine aggregate
  publication-title: Construct Build Mater
– volume: 36
  start-page: 823
  year: 2020
  end-page: 837
  ident: bib85
  article-title: Optimizing ANN models with PSO for predicting short building seismic response
  publication-title: Eng Comput
– volume: 36
  start-page: 617
  year: 2012
  end-page: 622
  ident: bib28
  article-title: Crumb rubber in concrete: static and dynamic evaluation
  publication-title: Construct Build Mater
– volume: 36
  start-page: 604
  year: 2012
  end-page: 616
  ident: bib22
  article-title: Study of impact performance of rubber reinforced concrete
  publication-title: Construct Build Mater
– volume: 10
  start-page: 154
  year: 2019
  end-page: 173
  ident: bib70
  article-title: Axial impact behavior and energy absorption of rubberized concrete with/without fiber-reinforced polymer confinement
  publication-title: Int J Prot Struct
– volume: 309
  year: 2022
  ident: bib3
  article-title: Scientific challenges in disaster risk reduction for the Sichuan–Tibet Railway
  publication-title: Eng Geol
– volume: 55
  start-page: 736
  year: 2018
  end-page: 748
  ident: bib11
  article-title: Co-seismic stress changes and damage to tunnels in the 23 October 2004 Mid-Niigata Prefecture earthquake
  publication-title: Can Geotech J
– volume: 11
  start-page: 159
  year: 2019
  end-page: 171
  ident: bib63
  article-title: Mechanical properties and associated seismic isolation effects of foamed concrete layer in rock tunnel
  publication-title: J Rock Mech Geotech Eng
– start-page: 1
  year: 2022
  end-page: 23
  ident: bib91
  article-title: Six novel hybrid extreme learning machine–swarm intelligence optimization (ELM–SIO) models for predicting backbreak in open-pit blasting
  publication-title: Nat Resour Res
– volume: 12
  year: 2021
  ident: bib89
  article-title: Predicting TBM penetration rate in hard rock condition: a comparative study among six XGB-based metaheuristic techniques
  publication-title: Geosci Front
– volume: 177
  year: 2021
  ident: bib96
  article-title: Reliability prediction-based improved dynamic weight particle swarm optimization and back propagation neural network in engineering systems
  publication-title: Expert Syst Appl
– volume: vol. 570
  year: 2020
  ident: bib17
  article-title: A review on seismic response and aseismic measures of fault-crossing tunnels
  publication-title: IOP conference series: earth and environmental science
– volume: 44
  start-page: 1297
  year: 2011
  end-page: 1307
  ident: bib65
  article-title: Compressive strength, abrasion resistance and energy absorption capacity of rubberized concretes with and without slag
  publication-title: Mater Struct
– volume: 228
  year: 2019
  ident: bib41
  article-title: Influence of marble waste as partial replacement of fine aggregates on strength and drying shrinkage of concrete
  publication-title: Construct Build Mater
– volume: 36
  year: 2022
  ident: bib94
  article-title: COSMA-RF: new intelligent model based on chaos optimized slime mould algorithm and random forest for estimating the peak cutting force of conical picks
  publication-title: Transport Geotech
– volume: 54
  start-page: 1323
  year: 2016
  end-page: 1333
  ident: bib25
  article-title: A comprehensive review on the applications of waste tire rubber in cement concrete
  publication-title: Renew Sustain Energy Rev
– volume: 38
  start-page: 3321
  year: 2022
  end-page: 3340
  ident: bib97
  article-title: A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil
  publication-title: Eng Comput
– volume: vol. 861
  year: 2021, October
  ident: bib1
  article-title: Experimental study on the energy absorption characteristics of viscoelastic damping layers
  publication-title: IOP conference series: earth and environmental science
– volume: 315
  year: 2022
  ident: bib73
  article-title: Evaluation of concrete bricks with crumb rubber and polypropylene fibres under impact loading
  publication-title: Construct Build Mater
– volume: 103
  start-page: 113
  year: 2006
  ident: bib5
  article-title: Evaluation of soil-structure interaction and structural collapse in Daikai subway station during Kobe earthquake
  publication-title: ACI Mater J
– start-page: 1
  year: 2019
  end-page: 7
  ident: bib56
  article-title: Prediction of the strength of rubberized concrete by an evolved random forest model
  publication-title: Adv Civ Eng
– volume: 6
  year: 2020
  ident: bib51
  article-title: Effect of multi-substance film on the surface of sea sand on mechanical properties and durability of mortar
  publication-title: Results Eng.
– volume: 12
  start-page: 469
  year: 2021
  end-page: 477
  ident: bib58
  article-title: Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization
  publication-title: Geosci Front
– volume: 3
  start-page: 263
  year: 1996
  end-page: 269
  ident: bib4
  article-title: The Kobe earthquake: the system response. A disaster report from Japan
  publication-title: Eur J Emerg Med: Off J Eur Soc Emerg Med
– volume: 301
  year: 2021
  ident: bib32
  article-title: Development of deep neural network model to predict the compressive strength of rubber concrete
  publication-title: Construct Build Mater
– volume: 284
  year: 2021
  ident: bib45
  article-title: Properties of concrete incorporating alum sludge in different conditions as partial replacement of fine aggregate
  publication-title: Construct Build Mater
– volume: 262
  year: 2020
  ident: bib42
  article-title: Durability and microstructural properties of concrete with recycled brick as fine aggregates
  publication-title: Construct Build Mater
– volume: 14
  year: 2021
  ident: bib49
  article-title: Strength, abrasion resistance and permeability of artificial fly-ash aggregate pervious concrete
  publication-title: Case Stud Constr Mater
– volume: 13
  start-page: 145
  year: 2011
  end-page: 166
  ident: bib80
  article-title: The history of the discovery of nuclear fission
  publication-title: Found Chem
– volume: 2
  start-page: 1
  year: 2005
  end-page: 15
  ident: bib27
  article-title: Flexible crumb tire rubber-filled cement mortars as a protective system for buried infrastructure
  publication-title: J ASTM Int (JAI)
– volume: 27
  year: 2020
  ident: bib44
  article-title: Mechanical properties of oil palm waste lightweight aggregate concrete with fly ash as fine aggregate replacement
  publication-title: J Build Eng
– volume: 176
  start-page: 415
  year: 2018
  end-page: 421
  ident: bib53
  article-title: Impact resistance and energy absorption capacity of concrete containing plastic waste
  publication-title: Construct Build Mater
– volume: 104
  start-page: 390
  year: 2018
  end-page: 394
  ident: bib15
  article-title: Geotechnical and infrastructural damage due to the 2016 Kumamoto earthquake sequence
  publication-title: Soil Dynam Earthq Eng
– start-page: 1
  year: 2021
  end-page: 25
  ident: bib19
  article-title: Numerical and statistical investigation of the performance of closed-cell aluminium foam as a seismic isolation layer for tunnel linings
  publication-title: Eur J Environ Civ Eng
– volume: 189
  start-page: 890
  year: 2018
  end-page: 897
  ident: bib59
  article-title: Use of random forests regression for predicting IRI of asphalt pavements
  publication-title: Construct Build Mater
– volume: 124
  start-page: 325
  year: 2016
  end-page: 338
  ident: bib67
  article-title: Mechanical characterization of waste-rubber-modified recycled-aggregate concrete
  publication-title: J Clean Prod
– volume: 9
  year: 2018
  ident: bib31
  article-title: Rubber concrete: mechanical and dynamical properties
  publication-title: Case Stud Constr Mater
– volume: 16
  start-page: 89
  year: 2022
  end-page: 107
  ident: bib102
  article-title: Effects of rubber aggregates on the physical-mechanical, thermal and durability properties of self-compacting sand concrete
  publication-title: Frat Ed Integrità Strutt
– volume: 97
  start-page: 849
  year: 2019
  end-page: 872
  ident: bib82
  article-title: Harris hawks optimization: algorithm and applications
  publication-title: Future Generat Comput Syst
– volume: 236
  year: 2019
  ident: bib103
  article-title: Properties of self-compacting concrete (SCC) with recycled tire rubber aggregate: a comprehensive study
  publication-title: J Clean Prod
– volume: 52
  start-page: 546
  year: 2009
  end-page: 558
  ident: bib12
  article-title: Investigation and assessment on mountain tunnels and geotechnical damage after the Wenchuan earthquake
  publication-title: Sci China Ser E: Technol Sci
– volume: 16
  start-page: 1286
  year: 2023
  ident: bib62
  article-title: Application of the improved POA-RF model in predicting the strength and energy absorption property of a novel aseismic rubber-concrete material
  publication-title: Materials
– volume: 20
  start-page: 640
  year: 2008
  end-page: 649
  ident: bib64
  article-title: Mechanical, fracture, and microstructural investigations of rubber concrete
  publication-title: J Mater Civ Eng
– volume: 73
  start-page: 48
  year: 2018
  end-page: 59
  ident: bib9
  article-title: Damage analysis of the new Sanyi railway tunnel in the 1999 Chi-Chi earthquake: necessity of second lining reinforcement
  publication-title: Tunn Undergr Space Technol
– volume: 268
  year: 2020
  ident: bib48
  article-title: Alternative fine aggregates in production of sustainable concrete-A review
  publication-title: J Clean Prod
– volume: 232
  year: 2020
  ident: bib24
  article-title: Research on crumb rubber concrete: from a multi-scale review
  publication-title: Construct Build Mater
– volume: 29
  start-page: 45
  year: 2015
  end-page: 53
  ident: bib66
  article-title: Impact resistance of rubberized self-compacting concrete
  publication-title: Water Sci
– volume: 2
  start-page: 106
  year: 2017
  end-page: 114
  ident: bib7
  article-title: Impact of seismic design on tunnels in rock–Case histories
  publication-title: Undergr Space
– volume: 124
  start-page: 391
  year: 2016
  end-page: 404
  ident: bib29
  article-title: Optimisation of rubberised concrete with high rubber content: an experimental investigation
  publication-title: Construct Build Mater
– volume: 354
  start-page: 222
  year: 2016
  end-page: 235
  ident: bib74
  article-title: A novel meta-heuristic algorithm: dynamic virtual bats algorithm
  publication-title: Inf Sci
– start-page: 1
  year: 2020
  end-page: 12
  ident: bib43
  article-title: Effect of silica fume as cementitious material and waste glass as fine aggregate replacement constituent on selected properties of concrete
  publication-title: Silicon
– volume: 12
  start-page: 2651
  year: 2020
  ident: bib38
  article-title: Sustainable development of human society in terms of natural depleting resources preservation using natural renewable raw materials in a novel ecological material production
  publication-title: Sustainability
– volume: 90
  year: 2020
  ident: bib77
  article-title: Differential Evolution: a review of more than two decades of research
  publication-title: Eng Appl Artif Intell
– volume: 303
  year: 2021
  ident: bib33
  article-title: Synthesis of rubberized alkali-activated concrete: experimental and numerical evaluation
  publication-title: Construct Build Mater
– volume: 272
  year: 2021
  ident: bib34
  article-title: Bond strength of rubberized concrete with deformed steel bar
  publication-title: Construct Build Mater
– volume: 193
  year: 2022
  ident: bib78
  article-title: A new optimization algorithm inspired by the quest for the evolution of human society: human felicity algorithm
  publication-title: Expert Syst Appl
– volume: 287
  year: 2021
  ident: bib39
  article-title: Recycling of industrial and agricultural wastes as alternative coarse aggregates: a step towards cleaner production of concrete
  publication-title: Construct Build Mater
– volume: 7
  start-page: 66084
  year: 2019
  end-page: 66109
  ident: bib79
  article-title: Nuclear reaction optimization: a novel and powerful physics-based algorithm for global optimization
  publication-title: IEEE Access
– volume: 17
  year: 2022
  ident: bib35
  article-title: Uniaxial compressive stress-strain relationship for rubberized concrete with coarse aggregate replacement up to 100%
  publication-title: Case Stud Constr Mater
– volume: 3
  start-page: 9
  year: 2017
  end-page: 13
  ident: bib50
  article-title: Effects of fine aggregates on the properties of pervious concrete
  publication-title: DUET J.
– volume: 144
  start-page: 563
  year: 2017
  end-page: 573
  ident: bib68
  article-title: Mechanical and thermal properties of concrete incorporating rubber and fibres from tyre recycling
  publication-title: Construct Build Mater
– year: 2023
  ident: bib100
  article-title: A comparative study of prediction of compressive strength of ultra‐high performance concrete using soft computing technique
  publication-title: Struct Concr
– volume: 36
  start-page: 315
  year: 2015
  end-page: 333
  ident: bib81
  article-title: Lightning search algorithm
  publication-title: Appl Soft Comput
– volume: 46
  start-page: 2855
  year: 2022
  end-page: 2871
  ident: bib105
  article-title: Assessment of mechanical and impact resistance properties of rubberized concrete after surface modification of rubber crumb
  publication-title: Iran J Sci Technol Trans Civ Eng
– volume: 45
  start-page: 45
  year: 2013
  end-page: 55
  ident: bib13
  article-title: Seismic damage classification and risk assessment of mountain tunnels with a validation for the 2008 Wenchuan earthquake
  publication-title: Soil Dynam Earthq Eng
– volume: 12
  start-page: 1068
  year: 2018
  end-page: 1073
  ident: bib55
  article-title: Prediction of rubberised concrete strength by using artificial neural networks
  publication-title: Int J Struct Construct Eng
– volume: 210
  year: 2022
  ident: bib61
  article-title: Application-specific clustering in wireless sensor networks using combined fuzzy firefly algorithm and random forest
  publication-title: Expert Syst Appl
– volume: 29
  start-page: 394
  year: 2009
  end-page: 403
  ident: bib10
  article-title: Kizawa tunnel cracked on 23 October 2004 Mid-Niigata earthquake: an example of earthquake-induced damage to tunnels in active-folding zones
  publication-title: Soil Dynam Earthq Eng
– volume: 225
  start-page: 709
  year: 2019
  end-page: 722
  ident: bib101
  article-title: Eco-friendly concrete with scrap-tyre-rubber-based aggregate–Properties and thermal stability
  publication-title: Construct Build Mater
– volume: 155
  start-page: 811
  year: 2017
  end-page: 817
  ident: bib30
  article-title: Evaluation of mechanical and durability properties of crumb rubber concrete
  publication-title: Construct Build Mater
– volume: 204
  start-page: 41
  year: 2019
  end-page: 49
  ident: bib40
  article-title: Utilization of unprocessed steel slag as fine aggregate in normal-and high-strength concrete
  publication-title: Construct Build Mater
– volume: 17
  year: 2022
  ident: bib47
  article-title: Experimental and simulation study on the impact resistance of concrete to replace high amounts of fine aggregate with plastic waste
  publication-title: Case Stud Constr Mater
– volume: 165
  start-page: 675
  year: 2018
  end-page: 687
  ident: bib69
  article-title: Experimental study on dynamic split tensile properties of rubber concrete
  publication-title: Construct Build Mater
– volume: 216
  year: 2020
  ident: bib18
  article-title: Vibration and damping analysis of flexible aluminum tube under the variation of support plate geometry using low speed water tunnel
  publication-title: Ocean Eng
– volume: 71
  start-page: 138
  year: 2018
  end-page: 148
  ident: bib16
  article-title: Seismic damage assessment of mountain tunnel: a case study on the Tawarayama tunnel due to the 2016 Kumamoto Earthquake
  publication-title: Tunn Undergr Space Technol
– volume: 258
  year: 2020
  ident: bib95
  article-title: Toward intelligent construction: prediction of mechanical properties of manufactured-sand concrete using tree-based models
  publication-title: J Clean Prod
– start-page: 1
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib21
  article-title: Development of a hybrid artificial intelligence model to predict the uniaxial compressive strength of a new aseismic layer made of rubber-sand concrete
  publication-title: Mech Adv Mater Struct
– start-page: 1
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib56
  article-title: Prediction of the strength of rubberized concrete by an evolved random forest model
  publication-title: Adv Civ Eng
– volume: 272
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib34
  article-title: Bond strength of rubberized concrete with deformed steel bar
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2020.121730
– volume: 352
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib36
  article-title: Experimental study on preparation and properties of low content rubberized geopolymer mortar
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2022.128980
– volume: 54
  start-page: 1323
  year: 2016
  ident: 10.1016/j.soildyn.2023.108085_bib25
  article-title: A comprehensive review on the applications of waste tire rubber in cement concrete
  publication-title: Renew Sustain Energy Rev
  doi: 10.1016/j.rser.2015.10.092
– volume: 45
  start-page: 45
  year: 2013
  ident: 10.1016/j.soildyn.2023.108085_bib13
  article-title: Seismic damage classification and risk assessment of mountain tunnels with a validation for the 2008 Wenchuan earthquake
  publication-title: Soil Dynam Earthq Eng
  doi: 10.1016/j.soildyn.2012.11.002
– volume: 2
  start-page: 1
  issue: 1
  year: 2005
  ident: 10.1016/j.soildyn.2023.108085_bib27
  article-title: Flexible crumb tire rubber-filled cement mortars as a protective system for buried infrastructure
  publication-title: J ASTM Int (JAI)
  doi: 10.1520/JAI10933
– volume: 193
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib78
  article-title: A new optimization algorithm inspired by the quest for the evolution of human society: human felicity algorithm
  publication-title: Expert Syst Appl
– volume: 204
  start-page: 41
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib40
  article-title: Utilization of unprocessed steel slag as fine aggregate in normal-and high-strength concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.01.178
– volume: 29
  start-page: 45
  issue: 1
  year: 2015
  ident: 10.1016/j.soildyn.2023.108085_bib66
  article-title: Impact resistance of rubberized self-compacting concrete
  publication-title: Water Sci
  doi: 10.1016/j.wsj.2014.12.002
– volume: 71
  start-page: 138
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib16
  article-title: Seismic damage assessment of mountain tunnel: a case study on the Tawarayama tunnel due to the 2016 Kumamoto Earthquake
  publication-title: Tunn Undergr Space Technol
  doi: 10.1016/j.tust.2017.07.019
– volume: 262
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib71
  article-title: Experimental study on dynamic mechanics and energy evolution of rubber concrete under cyclic impact loading and dynamic splitting tension
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2020.120071
– volume: 12
  start-page: 2651
  issue: 7
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib38
  article-title: Sustainable development of human society in terms of natural depleting resources preservation using natural renewable raw materials in a novel ecological material production
  publication-title: Sustainability
  doi: 10.3390/su12072651
– volume: 10
  start-page: 154
  issue: 2
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib70
  article-title: Axial impact behavior and energy absorption of rubberized concrete with/without fiber-reinforced polymer confinement
  publication-title: Int J Prot Struct
  doi: 10.1177/2041419618800771
– volume: 242
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib75
  article-title: Snake Optimizer: a novel meta-heuristic optimization algorithm
  publication-title: Knowl Base Syst
  doi: 10.1016/j.knosys.2022.108320
– volume: 2
  start-page: 106
  issue: 2
  year: 2017
  ident: 10.1016/j.soildyn.2023.108085_bib7
  article-title: Impact of seismic design on tunnels in rock–Case histories
  publication-title: Undergr Space
  doi: 10.1016/j.undsp.2017.03.004
– volume: 12
  start-page: 1068
  issue: 11
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib55
  article-title: Prediction of rubberised concrete strength by using artificial neural networks
  publication-title: Int J Struct Construct Eng
– volume: 303
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib33
  article-title: Synthesis of rubberized alkali-activated concrete: experimental and numerical evaluation
  publication-title: Construct Build Mater
– volume: 9
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib31
  article-title: Rubber concrete: mechanical and dynamical properties
  publication-title: Case Stud Constr Mater
– volume: 13
  start-page: 145
  issue: 2
  year: 2011
  ident: 10.1016/j.soildyn.2023.108085_bib80
  article-title: The history of the discovery of nuclear fission
  publication-title: Found Chem
  doi: 10.1007/s10698-011-9112-2
– volume: 225
  start-page: 709
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib101
  article-title: Eco-friendly concrete with scrap-tyre-rubber-based aggregate–Properties and thermal stability
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.07.168
– volume: 103
  start-page: 113
  issue: 1
  year: 2006
  ident: 10.1016/j.soildyn.2023.108085_bib5
  article-title: Evaluation of soil-structure interaction and structural collapse in Daikai subway station during Kobe earthquake
  publication-title: ACI Mater J
– volume: 54
  start-page: 102
  year: 2016
  ident: 10.1016/j.soildyn.2023.108085_bib14
  article-title: Damage observation and assessment of the Longxi tunnel during the Wenchuan earthquake
  publication-title: Tunn Undergr Space Technol
  doi: 10.1016/j.tust.2016.02.008
– volume: vol. 570
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib17
  article-title: A review on seismic response and aseismic measures of fault-crossing tunnels
– volume: 326
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib37
  article-title: Effect of different crumb rubber particle sizes on the flexural properties of crumb rubber concrete
  publication-title: Mater Lett
  doi: 10.1016/j.matlet.2022.132960
– volume: 16
  start-page: 1286
  issue: 3
  year: 2023
  ident: 10.1016/j.soildyn.2023.108085_bib62
  article-title: Application of the improved POA-RF model in predicting the strength and energy absorption property of a novel aseismic rubber-concrete material
  publication-title: Materials
  doi: 10.3390/ma16031286
– volume: 36
  start-page: 823
  issue: 3
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib85
  article-title: Optimizing ANN models with PSO for predicting short building seismic response
  publication-title: Eng Comput
  doi: 10.1007/s00366-019-00733-0
– volume: 284
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib46
  article-title: Recycling of plastic box waste in the concrete mixture as a percentage of fine aggregate
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.122666
– start-page: 1
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib19
  article-title: Numerical and statistical investigation of the performance of closed-cell aluminium foam as a seismic isolation layer for tunnel linings
  publication-title: Eur J Environ Civ Eng
– volume: 38
  start-page: 3321
  issue: 4
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib97
  article-title: A novel technique based on the improved firefly algorithm coupled with extreme learning machine (ELM-IFF) for predicting the thermal conductivity of soil
  publication-title: Eng Comput
  doi: 10.1007/s00366-021-01329-3
– volume: 44
  start-page: 1297
  issue: 7
  year: 2011
  ident: 10.1016/j.soildyn.2023.108085_bib65
  article-title: Compressive strength, abrasion resistance and energy absorption capacity of rubberized concretes with and without slag
  publication-title: Mater Struct
  doi: 10.1617/s11527-010-9701-x
– volume: 295
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib72
  article-title: Evaluating mechanical properties and impact resistance of modified concrete containing ground Blast Furnace slag and discarded rubber tire crumbs
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.123603
– volume: vol. 2
  start-page: 1365
  year: 2002
  ident: 10.1016/j.soildyn.2023.108085_bib6
  article-title: Highway tunnel performance during the 1999 Duzce earthquake
– volume: 6
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib51
  article-title: Effect of multi-substance film on the surface of sea sand on mechanical properties and durability of mortar
  publication-title: Results Eng.
  doi: 10.1016/j.rineng.2020.100117
– volume: 227
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib23
  article-title: Performance of high strength concrete containing recycled rubber
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.08.041
– volume: 52
  start-page: 546
  issue: 2
  year: 2009
  ident: 10.1016/j.soildyn.2023.108085_bib12
  article-title: Investigation and assessment on mountain tunnels and geotechnical damage after the Wenchuan earthquake
  publication-title: Sci China Ser E: Technol Sci
  doi: 10.1007/s11431-009-0054-z
– start-page: 1
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib52
  article-title: Pertinence of alternative fine aggregates for concrete and mortar: a brief review on river sand substitutions
  publication-title: Aust J Civ Eng
– volume: 11
  start-page: 159
  issue: 1
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib63
  article-title: Mechanical properties and associated seismic isolation effects of foamed concrete layer in rock tunnel
  publication-title: J Rock Mech Geotech Eng
  doi: 10.1016/j.jrmge.2018.06.006
– volume: 36
  start-page: 617
  year: 2012
  ident: 10.1016/j.soildyn.2023.108085_bib28
  article-title: Crumb rubber in concrete: static and dynamic evaluation
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2012.04.068
– volume: 103
  start-page: 1195
  issue: 4
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib98
  article-title: Prediction of probability of liquefaction using soft computing techniques
  publication-title: J Inst Eng: Series A
– volume: 104
  start-page: 390
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib15
  article-title: Geotechnical and infrastructural damage due to the 2016 Kumamoto earthquake sequence
  publication-title: Soil Dynam Earthq Eng
  doi: 10.1016/j.soildyn.2017.11.009
– volume: 90
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib84
  article-title: Tunicate Swarm Algorithm: a new bio-inspired based metaheuristic paradigm for global optimization
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2020.103541
– volume: 354
  start-page: 222
  year: 2016
  ident: 10.1016/j.soildyn.2023.108085_bib74
  article-title: A novel meta-heuristic algorithm: dynamic virtual bats algorithm
  publication-title: Inf Sci
  doi: 10.1016/j.ins.2016.03.025
– volume: 16
  start-page: 89
  issue: 61
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib102
  article-title: Effects of rubber aggregates on the physical-mechanical, thermal and durability properties of self-compacting sand concrete
  publication-title: Frat Ed Integrità Strutt
  doi: 10.3221/IGF-ESIS.61.06
– volume: 97
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib90
  article-title: Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate
  publication-title: Eng Appl Artif Intell
  doi: 10.1016/j.engappai.2020.104015
– start-page: 1
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib91
  article-title: Six novel hybrid extreme learning machine–swarm intelligence optimization (ELM–SIO) models for predicting backbreak in open-pit blasting
  publication-title: Nat Resour Res
– volume: 258
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib95
  article-title: Toward intelligent construction: prediction of mechanical properties of manufactured-sand concrete using tree-based models
  publication-title: J Clean Prod
  doi: 10.1016/j.jclepro.2020.120665
– volume: 6
  start-page: 379
  issue: 4
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib86
  article-title: Stability analysis of underground mine hard rock pillars via combination of finite difference methods, neural networks, and Monte Carlo simulation techniques
  publication-title: Undergr Space
  doi: 10.1016/j.undsp.2020.05.005
– volume: 12
  issue: 3
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib89
  article-title: Predicting TBM penetration rate in hard rock condition: a comparative study among six XGB-based metaheuristic techniques
  publication-title: Geosci Front
  doi: 10.1016/j.gsf.2020.09.020
– volume: 7
  start-page: 66084
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib79
  article-title: Nuclear reaction optimization: a novel and powerful physics-based algorithm for global optimization
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2918406
– volume: 189
  start-page: 890
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib59
  article-title: Use of random forests regression for predicting IRI of asphalt pavements
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2018.09.017
– volume: 55
  start-page: 736
  issue: 5
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib11
  article-title: Co-seismic stress changes and damage to tunnels in the 23 October 2004 Mid-Niigata Prefecture earthquake
  publication-title: Can Geotech J
  doi: 10.1139/cgj-2016-0658
– volume: 13
  start-page: 1
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib99
  article-title: Application of soft computing methods in predicting uniaxial compressive strength of the volcanic rocks with different weathering degree
  publication-title: Arabian J Geosci
  doi: 10.1007/s12517-020-5273-4
– volume: 73
  start-page: 48
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib9
  article-title: Damage analysis of the new Sanyi railway tunnel in the 1999 Chi-Chi earthquake: necessity of second lining reinforcement
  publication-title: Tunn Undergr Space Technol
  doi: 10.1016/j.tust.2017.12.009
– volume: 287
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib39
  article-title: Recycling of industrial and agricultural wastes as alternative coarse aggregates: a step towards cleaner production of concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.123056
– volume: 14
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib54
  article-title: Physical and mechanical properties of concrete containing PET wastes as a partial replacement for fine aggregates
  publication-title: Case Stud Constr Mater
– volume: 46
  start-page: 2855
  issue: 4
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib105
  article-title: Assessment of mechanical and impact resistance properties of rubberized concrete after surface modification of rubber crumb
  publication-title: Iran J Sci Technol Trans Civ Eng
  doi: 10.1007/s40996-021-00784-8
– volume: 262
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib42
  article-title: Durability and microstructural properties of concrete with recycled brick as fine aggregates
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2020.120032
– volume: 27
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib44
  article-title: Mechanical properties of oil palm waste lightweight aggregate concrete with fly ash as fine aggregate replacement
  publication-title: J Build Eng
– volume: 21
  start-page: 485
  issue: 2
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib26
  article-title: The impact of end-of-life tires on the mechanical properties of fine-grained soil: a review
  publication-title: Environ Dev Sustain
  doi: 10.1007/s10668-017-0054-2
– volume: 8
  start-page: 1
  issue: 6
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib93
  article-title: Performance evaluation of hybrid YYPO-RF, BWOA-RF and SMA-RF models to predict plastic zones around underground powerhouse caverns
  publication-title: Geomech Geophys Geo-Energy Geo-Resourc.
– start-page: 1
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib43
  article-title: Effect of silica fume as cementitious material and waste glass as fine aggregate replacement constituent on selected properties of concrete
  publication-title: Silicon
– volume: 210
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib61
  article-title: Application-specific clustering in wireless sensor networks using combined fuzzy firefly algorithm and random forest
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2022.118365
– start-page: 1
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib83
  article-title: A novel improved Harris Hawks optimization algorithm coupled with ELM for predicting permeability of tight carbonates
  publication-title: Eng Comput
– volume: 177
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib96
  article-title: Reliability prediction-based improved dynamic weight particle swarm optimization and back propagation neural network in engineering systems
  publication-title: Expert Syst Appl
  doi: 10.1016/j.eswa.2021.114952
– year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib88
  article-title: Application of six metaheuristic optimization algorithms and random forest in the uniaxial compressive strength of rock prediction
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2022.109729
– volume: 268
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib20
  article-title: Aseismic retrofitting of loess cave using composite materials by shaking table test
  publication-title: Compos Struct
  doi: 10.1016/j.compstruct.2021.113965
– volume: 90
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib77
  article-title: Differential Evolution: a review of more than two decades of research
  publication-title: Eng Appl Artif Intell
– volume: 268
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib48
  article-title: Alternative fine aggregates in production of sustainable concrete-A review
  publication-title: J Clean Prod
– volume: 30
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib57
  article-title: Predicting uniaxial compressive strength of oil palm shell concrete using a hybrid artificial intelligence model
  publication-title: J Build Eng
– volume: 301
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib32
  article-title: Development of deep neural network model to predict the compressive strength of rubber concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.124081
– volume: 284
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib45
  article-title: Properties of concrete incorporating alum sludge in different conditions as partial replacement of fine aggregate
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.122669
– volume: 36
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib60
  article-title: Developing hybrid ELM-ALO, ELM-LSO and ELM-SOA models for predicting advance rate of TBM
  publication-title: Transport Geotech
  doi: 10.1016/j.trgeo.2022.100819
– volume: 216
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib18
  article-title: Vibration and damping analysis of flexible aluminum tube under the variation of support plate geometry using low speed water tunnel
  publication-title: Ocean Eng
  doi: 10.1016/j.oceaneng.2020.108114
– start-page: 1
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib92
  article-title: Prediction of back break in blasting using random decision trees
  publication-title: Eng Comput
– volume: 228
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib41
  article-title: Influence of marble waste as partial replacement of fine aggregates on strength and drying shrinkage of concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.116730
– volume: 3
  start-page: 9
  issue: 1
  year: 2017
  ident: 10.1016/j.soildyn.2023.108085_bib50
  article-title: Effects of fine aggregates on the properties of pervious concrete
  publication-title: DUET J.
– volume: 20
  start-page: 640
  issue: 10
  year: 2008
  ident: 10.1016/j.soildyn.2023.108085_bib64
  article-title: Mechanical, fracture, and microstructural investigations of rubber concrete
  publication-title: J Mater Civ Eng
  doi: 10.1061/(ASCE)0899-1561(2008)20:10(640)
– volume: 165
  start-page: 675
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib69
  article-title: Experimental study on dynamic split tensile properties of rubber concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2018.01.073
– volume: 97
  start-page: 849
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib82
  article-title: Harris hawks optimization: algorithm and applications
  publication-title: Future Generat Comput Syst
  doi: 10.1016/j.future.2019.02.028
– volume: 45
  start-page: 5
  issue: 1
  year: 2001
  ident: 10.1016/j.soildyn.2023.108085_bib76
  article-title: Random forests
  publication-title: Mach Learn
  doi: 10.1023/A:1010933404324
– volume: 287
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib2
  article-title: Seismic response of tunnels revealed in two decades following the 1999 Chi-Chi earthquake (Mw 7.6) in Taiwan: a review
  publication-title: Eng Geol
  doi: 10.1016/j.enggeo.2021.106090
– volume: 29
  start-page: 394
  issue: 2
  year: 2009
  ident: 10.1016/j.soildyn.2023.108085_bib10
  article-title: Kizawa tunnel cracked on 23 October 2004 Mid-Niigata earthquake: an example of earthquake-induced damage to tunnels in active-folding zones
  publication-title: Soil Dynam Earthq Eng
  doi: 10.1016/j.soildyn.2008.04.002
– volume: 124
  start-page: 325
  year: 2016
  ident: 10.1016/j.soildyn.2023.108085_bib67
  article-title: Mechanical characterization of waste-rubber-modified recycled-aggregate concrete
  publication-title: J Clean Prod
  doi: 10.1016/j.jclepro.2016.03.003
– volume: 36
  start-page: 604
  year: 2012
  ident: 10.1016/j.soildyn.2023.108085_bib22
  article-title: Study of impact performance of rubber reinforced concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2012.06.014
– volume: 3
  start-page: 263
  issue: 4
  year: 1996
  ident: 10.1016/j.soildyn.2023.108085_bib4
  article-title: The Kobe earthquake: the system response. A disaster report from Japan
  publication-title: Eur J Emerg Med: Off J Eur Soc Emerg Med
  doi: 10.1097/00063110-199612000-00009
– volume: 16
  start-page: 133
  issue: 3
  year: 2001
  ident: 10.1016/j.soildyn.2023.108085_bib8
  article-title: Assessment of damage in mountain tunnels due to the Taiwan Chi-Chi earthquake
  publication-title: Tunn Undergr Space Technol
  doi: 10.1016/S0886-7798(01)00047-5
– volume: vol. 861
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib1
  article-title: Experimental study on the energy absorption characteristics of viscoelastic damping layers
– volume: 155
  start-page: 811
  year: 2017
  ident: 10.1016/j.soildyn.2023.108085_bib30
  article-title: Evaluation of mechanical and durability properties of crumb rubber concrete
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2017.08.131
– volume: 36
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib94
  article-title: COSMA-RF: new intelligent model based on chaos optimized slime mould algorithm and random forest for estimating the peak cutting force of conical picks
  publication-title: Transport Geotech
  doi: 10.1016/j.trgeo.2022.100806
– volume: 309
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib3
  article-title: Scientific challenges in disaster risk reduction for the Sichuan–Tibet Railway
  publication-title: Eng Geol
  doi: 10.1016/j.enggeo.2022.106837
– volume: 144
  start-page: 563
  year: 2017
  ident: 10.1016/j.soildyn.2023.108085_bib68
  article-title: Mechanical and thermal properties of concrete incorporating rubber and fibres from tyre recycling
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2017.03.196
– volume: 36
  start-page: 315
  year: 2015
  ident: 10.1016/j.soildyn.2023.108085_bib81
  article-title: Lightning search algorithm
  publication-title: Appl Soft Comput
  doi: 10.1016/j.asoc.2015.07.028
– volume: 7
  start-page: 1
  issue: 2
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib87
  article-title: Stochastic assessment of hard rock pillar stability based on the geological strength index system
  publication-title: Geomech Geophys Geo-Energy Geo-Resourc.
– volume: 224
  start-page: 711
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib104
  article-title: Properties and utilizations of waste tire rubber in concrete: a review
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.07.108
– volume: 17
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib35
  article-title: Uniaxial compressive stress-strain relationship for rubberized concrete with coarse aggregate replacement up to 100%
  publication-title: Case Stud Constr Mater
– volume: 12
  start-page: 469
  issue: 1
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib58
  article-title: Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization
  publication-title: Geosci Front
  doi: 10.1016/j.gsf.2020.03.007
– volume: 14
  year: 2021
  ident: 10.1016/j.soildyn.2023.108085_bib49
  article-title: Strength, abrasion resistance and permeability of artificial fly-ash aggregate pervious concrete
  publication-title: Case Stud Constr Mater
– volume: 124
  start-page: 391
  year: 2016
  ident: 10.1016/j.soildyn.2023.108085_bib29
  article-title: Optimisation of rubberised concrete with high rubber content: an experimental investigation
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2016.07.054
– year: 2023
  ident: 10.1016/j.soildyn.2023.108085_bib100
  article-title: A comparative study of prediction of compressive strength of ultra‐high performance concrete using soft computing technique
  publication-title: Struct Concr
  doi: 10.1002/suco.202200850
– volume: 232
  year: 2020
  ident: 10.1016/j.soildyn.2023.108085_bib24
  article-title: Research on crumb rubber concrete: from a multi-scale review
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2019.117282
– volume: 176
  start-page: 415
  year: 2018
  ident: 10.1016/j.soildyn.2023.108085_bib53
  article-title: Impact resistance and energy absorption capacity of concrete containing plastic waste
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2018.05.019
– volume: 315
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib73
  article-title: Evaluation of concrete bricks with crumb rubber and polypropylene fibres under impact loading
  publication-title: Construct Build Mater
  doi: 10.1016/j.conbuildmat.2021.125752
– volume: 236
  year: 2019
  ident: 10.1016/j.soildyn.2023.108085_bib103
  article-title: Properties of self-compacting concrete (SCC) with recycled tire rubber aggregate: a comprehensive study
  publication-title: J Clean Prod
  doi: 10.1016/j.jclepro.2019.117707
– volume: 17
  year: 2022
  ident: 10.1016/j.soildyn.2023.108085_bib47
  article-title: Experimental and simulation study on the impact resistance of concrete to replace high amounts of fine aggregate with plastic waste
  publication-title: Case Stud Constr Mater
SSID ssj0017186
Score 2.428882
Snippet This study aims to predict the energy absorption property of a novel aseismic concrete material made of rubber, sand and cement. To investigate the energy...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 108085
SubjectTerms Energy absorption property
Energy transmission rate
Metaheuristic optimization algorithms
Novel aseismic concrete material
Tunnel engineering
Title Application of metaheuristic optimization algorithms-based three strategies in predicting the energy absorption property of a novel aseismic concrete material
URI https://dx.doi.org/10.1016/j.soildyn.2023.108085
Volume 173
WOSCitedRecordID wos001035710500001&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: 1879-341X
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0017186
  issn: 0267-7261
  databaseCode: AIEXJ
  dateStart: 19950101
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lj9MwELaqXQ5wQDzF8pIP3KKU4iS1fazQIkBiBWoPFZfItR2S3TTpJmm1_Bn-D_-KcRw32WXFS-ISVY7caTNfPA_PfEboBQlUtIq48hMyjfxQUuUzohJfgGmaBoqtVlK2h03QkxO2XPKPo9F31wuzy2lRsIsLvvmvqoYxULZpnf0Lde-_FAbgMygdrqB2uP6R4mf9lrTdPG9EqreWkNkrYYVYd62Xnsi_lFXWpOvaN8bMVFJW2jDOOvqItsS8Mls5jeuq0rZXUKzqsrKrzcak8ytb2CG8otzp3INvy2pTdQ_RNriljamSbdo_P3SG52WWe-prIdaOKhp00aTnW3FmBO2JElsyKc7CQdbig26rEJYmJZPqzvqauqLM1hBsRXGe7fdXtu3o57Rve5ubSWbwk3s9uswH6WvounSca8np65_qlkmW-pRYhvextqs6o9wHc728tOzbI1R-MiE2m3FquJRzeARjI7mtxLRHC11h554beUYchHKTIDBsuoeERhxsxOHs3fHy_X5LC5yAqU342d_Xt5O9vFbY9Y7SwPlZ3EG3u6gFzyza7qKRLu6hWwMuy_vo2wB3uEzwJdzhIe7wVdzhFne4xx3OCtzjDm5rbHGHe9xhhzsjTOAWd9jhDjvcYYe7B2jx5njx-q3fHf7hy2DCG1-wSIeK64QSRiR4TVMl9SShoQCXkoUSIoOIyAQ8drJKtITAPBJMSw53VMJF8BAdFGWhHyEsI5aESnCqp5NQasK1mMhXCYVAXkUg5AiF7kHHsiPGN-ez5LGrgDyNO_3ERj-x1c8RGu-nbSwzzO8mMKfFuHNvrdsaA_R-PfXxv099gm72785TdNBUW_0M3ZC7Jqur5x1IfwC2WNiZ
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=Application+of+metaheuristic+optimization+algorithms-based+three+strategies+in+predicting+the+energy+absorption+property+of+a+novel+aseismic+concrete+material&rft.jtitle=Soil+dynamics+and+earthquake+engineering+%281984%29&rft.au=Mei%2C+Xiancheng&rft.au=Li%2C+Chuanqi&rft.au=Cui%2C+Zhen&rft.au=Sheng%2C+Qian&rft.date=2023-10-01&rft.pub=Elsevier+Ltd&rft.issn=0267-7261&rft.eissn=1879-341X&rft.volume=173&rft_id=info:doi/10.1016%2Fj.soildyn.2023.108085&rft.externalDocID=S0267726123003305
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0267-7261&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0267-7261&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0267-7261&client=summon