Table A1.

Summary of the analysed articles

IDYearCountryArticle nameAuthor(s)
12024USAMachine Learning-Aided Rapid Estimation of Multilevel Capacity of Flexure-Identified Circular Concrete Bridge Columns with Corroded ReinforcementXu, B., Wang, X., Yang, C.-S.W. and Li, Y.
92024Singapore and ChinaProbabilistic assessment of seismic earth pressure against backfills with a nonlinear failure criterionZhang, R., Sheng, X. and Fan, W.
102024Hong Kong and FranceMixed Bayesian Network for reliability assessment of RC structures subjected to environmental actionsGuo, H., Dong, Y. and Bastidas-Arteaga, E.
22023USAToward a Complete Kinematic Description of Hydraulic Plucking of Fractured RockGardner, M.
32023ChinaComputer vision and deep learning-based post-earthquake intelligent assessment of engineering structures: Technological status and challengesJin, T., Ye, X.W., Que, W.M. and Ma, S.Y.
42023UK and ItalyA risk-targeted approach for the seismic design of bridge piersTurchetti, F., Tubaldi, E., Douglas, J., Zanini, M.A. and Dallâ Asta, A.
52023China and UKReliability assessment of civil structures with incomplete probability distribution informationNi, P., Yuan, Z., Han, Q., Du, X. and Fu, J.
62023Italy and UKDamage metrics for masonry bridges under scour scenariosScozzese, F., Tubaldi, E. and Dal’’Asta, A.
72023China and GermanyCascading failure-based reliability assessment for post-seismic performance of highway bridge networkNie, Y., Li, J., Liu, G. and Zhou, P.
82023Slovenia and UKAnalysis of the response of a roadway bridge under extreme flooding-related events: Scour and debris-loadingKosi, M., Prendergast, L.J. and Anlin, A.
112023ItalySeismic reliability of Italian code-conforming bridgesFranchin, P., Baltzopoulos, G., Biondini, F., Callisto, L., Capacci, L., Carbonari, S., Cardone, D., Dal’’Asta, A., Flora, A., Gorini, D.N., Marchi, A., Noto, F., Perrone, G. and Iervolino, I.
122023ItalyBehaviour factor and seismic safety of reinforced concrete structures designed according to EurocodesRicci, P., Di Domenico, M. and Verderame, G.M.
132023IndiaForecasting Remaining Usable Life of Vehicle Bearings for Enhanced Production and Reduced Maintenance CostsPittala, R.K., Diwakar, G., Harshavardhan, V.L.N., Charan, T.B.S.S., Alisha, M.A. and Naik, K.K.
142023ChinaRobustness-Based Condition Evaluation Framework for Through Tied-Arch BridgeFan, B.-H., Wang, S.-G., Chen, B.-C., Chao, P.-F. and Sun, Q.
152023ItalyAssessment and strengthening of reinforced concrete bridges with half-joint deteriorationGranata, M.F., La Mendola, L., Messina, D. and Recupero, A.
172023Italy and UKComparison of risk-based methods for bridge scour managementPregnolato, M., Giordano, P.F., Prendergast, L.J., Vardanega, P.J. and Limongelli, M.P.
192023Portugal and TurkeyInvestigation of Drift-based Damage Limit States for Historical Masonry StructuresAşıkoğlu, A. and Avşar, Ö.
202023ItalyBridge Structural Reliability for Maintenance PrioritisationPoli, F., Brighenti, F., Bado, M.F. and Zonta, D.
252023ChinaFatigue reliability analysis of RC beams in heavy-haul railways based on direct probability integral methodGao, T., Li, Z., Zhang, J., Song, L., Cui, C. and Yu, Z.
262023SwitzerlandAn overview on finite element-modelling techniques for structural capacity assessment of corroded reinforced concrete structuresKagermanov, A. and Markovic, I.
272023NorwayCorrosion-induced damages and failures of posttensioned bridges: a literature reviewMenga, A., Kanstad, T., Cantero, D., Bathen, L., Hornbostel, K. and Klausen, A.
302023ChinaField test and probabilistic vulnerability assessment of a reinforced concrete bridge pier subjected to blast loadsLv, C., Yan, Q., Li, L. and Li, S.
312023China and ItalySimulation-based seismic risk and robustness assessment of ageing bridge networksLu, T., Capacci, L., Anghileri, M., Bianchi, S., Luo, D. and Biondini, F.
322023ChinaReliability assessment of existing concrete bridges under the passage of heavy trucks considering bending shear interactionZhou, J., Hu, C., Zhang, J., Li, T. and Yang, M.
162022ChinaDevelopment of a modified low-cycle fatigue model for semi-rigid connections in precast concrete framesDu, B., Jiang, W., He, Z., Qi, Z. and Zhang, C.
182022ItalyMonitoring-Informed Life-Cycle Cost Analysis of Deteriorating RC Bridges under Repeated Earthquake LoadingTorti, M., Sacconi, S., Venanzi, I. and Ubertini, F.
212022South Korea, China and USAProbabilistic Optimum Bridge System Maintenance Management Considering Correlations of Deteriorating Components and Service Life ExtensionsKim, S., Ge, B. and Frangopol, D.M.
222022ChinaMulticategory damage detection and safety assessment of post-earthquake reinforced concrete structures using deep learningZou, D., Zhang, M., Bai, Z., Liu, T., Zhou, A., Wang, X., Cui, W. and Zhang, S.
232022ChinaLife-cycle maintenance strategy of bridges considering reliability, environment, cost, and failure probability CO2 emission reduction: A bridge study with climate scenariosLiu, Y., Pang, B., Wang, Y., Shi, C., Zhang, B., Guo, X., Zhou, S. and Wang, J.
242022ChinaSeismic performance assessment of concrete bridges with traffic-induced fatigue damageGao, R. and He, J.
282022HungaryReliability analysis-based investigation of the historical chenyi Chain Bridge deck systemKavesdi, B., Kollár, D., Dunai, L. and Horvajth, A.
292022UK and ItalyA monitoring-based classification system for risk management of bridge scourMaroni, A., Tubaldi, E., McDonald, H. and Zonta, D.
332022ChinaFailure mechanism and vulnerability assessment of coastal box-girder bridge with laminated rubber bearings under extreme wavesXu, Y., Xu, G., Xue, S., Wang, J. and Li, Y.
342022ItalyCritical issues in existing RC deck stiffened arch bridges under seismic actionsCrisci, G., Ceroni, F., Lignola, G.P. and Prota, A.
352022China and South KoreaSeismic Vulnerability Analysis of Long Span Prestressed Concrete Continuous Rigid Frame BridgeHua, L., Yongyan, L., Jianqiang, F., Bin, L. and Wenjuan, L.
362022IndiaAnalysis of bridge failures in India from 1977 to 2017Garg, R.K., Chandra, S. and Kumar, A.
372022IranComponent and system-level reliability analysis of riprap layer around bridge pier in clear water conditionKarimaei Tabarestani, M., Salamatian, A. and Panahi Azad, M.
402022UKRisk-informed asset management to tackle scouring on bridges across transport networksSasidharan, M., Parlikad, A.K. and Schooling, J.
432022New ZealandSimplified Mechanics-Based Approach for the Seismic Assessment of Corroded Reinforced Concrete StructuresNataraj, S., Hogan, L., Scott, A. and Ingham, J.
442022Iran and UKSeismic vulnerability assessment of ageing reinforced concrete structures under real mainshock-aftershock ground motionsAfsar Dizaj, E., and Salami, M.R. and Kashani, M.M.
452022UK and ItalyReliability assessment of existing RC bridges with spatially variable pitting corrosion subjected to increasing traffic demandPugliese, F., De Risi, R. and Sarno, L.D.
462022Portugal and SerbiaHuman error impact in structural safety of a reinforced concrete bridgeGalvao, N., Matos, J.C., and Oliveira, D.V. and Hajdin, R.
382021ChinaLife-cycle seismic performance assessment of aging RC bridges considering multi-failure modes of bridge columnsXu, J.-G., Cai, Z.-K. and Feng, D.-C.
392021IndiaImproved Component-Level Deterioration Modelling and Capacity Estimation for Seismic Fragility Assessment of Highway BridgesShekhar, S. and Ghosh, J.
412021PortugalHuman Error-Induced risk in Reinforced Concrete Bridge EngineeringGalvao, N., Matos, J.C., and Oliveira, D.V.
422021ChinaComparative assessment of seismic collapse risk for non-ductile and ductile bridges: a case study in ChinaHuang, C., Chen, L., He, L. and Zhuo, W.
472021ChinaQuantitative assessment method of structural safety for complex timber structures with decay diseasesZhang, C., Chun, Q., Lin, Y., Han, Y. and Jia, X.
482021ChinaSeismic resilience assessment of aging bridges with different failure modesHuang, C. and Huang, S.
492021China and USAPerformance-based risk assessment of reinforced concrete bridge piers subjected to vehicle collisionChen, L., Qian, J., Tu, B., Frangopol, D.M. and Dong, Y.
502021USACan past failures help identify vulnerable bridges to extreme events? A biomimetical machine learning approachNaser, M.Z.
512021USAIntegrating the Risk of Climate Change into Transportation Asset Management to Support Bridge Network-Level Decision-MakingChang, C.M., Ortega, O. and Weidner, J.
522021UKVulnerability of bridges to individual and multiple hazards- floods and earthquakesArgyroudis, S.A. and Mitoulis, S.A.
532021USAIntegrated Framework for Assessment of Time-Variant Flood Fragility of Bridges Using Deep Learning Neural NetworksKhandel, O. and Soliman, M.
542021USARisk-based life-cycle optimisation of deteriorating steel bridges: Investigation on the use of novel corrosion resistant steelHan, X., and Yang, D.Y. and Frangopol, D.M.
552021JapanSeismic fragility and uncertainty mitigation of cable restrainer retrofit for isolated highway bridges incorporated with deteriorated elastomeric bearingsKurino, S., Wei, W. and Igarashi, A.
562021Taiwan and ChinaDesign a bridge scour monitoring system by pressing the fibre Bragg grating with a rolling pulley mechanismLiang, T.-C., Wu, P.-T., Huang, H.-S. and Yang, C.-C.
632021USAFlood-fragility analysis of instream bridges consideration of flow hydraulics, geotechnical uncertainties, and variable scour depthAhamed, T., Duan, J.G. and Jo, H.
672021IranReliability study on uncertainty parameters and flood duration on scouring around unprotected and protected bridge piersSalamatian, S.A. and Zarrati, A.R.
572020Australia and USAProbabilistic evaluation of unknown foundations for scour susceptible bridgesMedina-Cetina, Z., Yousefpour, N. and Briaud, J.-L.
582020ItalyOn the collapse evaluation of existing RC bridges exposed to corrosion under horizontal loadsCrespi, P., Zucca, M. and Valente, M.
592020ChinaMulti-objective Decision-Making Method for Bridge Deck Maintenance Scheme for HighwayQi, X.-J., Tang, L., Kang, W.-X. and Qin, J.-J.
602020BrazilFailure characterisation of a structural welded component of an ancient bridgePardal, J.M., Gripp, I., Tavares, S.S.M., Cardoso, A.S.M., Pereira, A.M., Carneiro da Cunha, R.P. and Barbosa, C.
612020ChinaA novel degradation-rate-volatility related effect Wiener process model with its extension to accelerated ageing data analysisYan, B., Ma, X., Yang, L., Wang, H. and Wu, T.
622020USAVulnerability Assessment of Bridge Piers Damaged in Barge Collision to Subsequent Hurricane EventsOppong, K., Saini, D. and Shafei, B.
642020China and USANonlinear Dynamic Response and Assessment of Bridges under Barge Impact with Scour Depth EffectsGuo, X., Zhang, C. and Chen, Z.
652020USAIdentifying Characteristics of Bridges Vulnerable to Hydraulic Hazards Using Bridge Failure DataWirkijowski, D. and Moon, F.L.
662020India and South KoreaRegional seismic risk assessment of infrastructure systems through machine learning: Active learning approachMangalathu, S. and Jeon, J.-S.
682020Canada and USAParameterised fragility models for multi-bridge classes subjected to hurricane loadsBalomenos, G.P., Kameshwar, S. and Padgett, J.E.
692020USANetwork-Level Risk-Based Framework for Optimal Bridge Adaptation Management Considering Scour and Climate ChangeLiu, L., Yang, D.Y. and Frangopol, D.M.
702020USALife-cycle management of deteriorating bridge networks with network-level risk bounds and system reliability analysisYang, D.Y. and Frangopol, D.M.
712020Japan and USAToward life-cycle reliability-, risk- and resilience-based design and assessment of bridges and bridge networks under independent and interacting hazards: emphasis on earthquake, tsunami, and corrosionAkiyama, M., Frangopol, D.M. and Ishibashi, H.
722020JapanFramework for estimating the risk and resilience of road networks with bridges and embankments under both seismic and tsunami hazardsIshibashi, H., Akiyama, M., Frangopol, D.M. and Koshimura, S., Kojima, T. and Nanami, K.
732020USARetrospective Analysis of Hydraulic Bridge CollapseMontalvo, C., Cook, W. and Keeney, T.
742020TaiwanSeismic assessments for scoured bridges with pile foundationsHe, L.-G. and Hung, H.-H. and Chuang, C.-Y. and Huang, C.-W.
752020ItalyRelevant outcomes from the history of Polcevera Viaduct in Genova, from design to nowadays failureNuti, C., Briseghella, B., Chen, A., Lavorato, D., Iori, T. and Vanzi, I.
762020IndiaImpact of Design Code Evolution on Failure Mechanism and Seismic Fragility of Highway Bridge PiersShekhar, S., Ghosh, J. and Ghosh, S.
772019NorwayGeohazard assessment related to submarine instabilities in rnafjorden, NorwayCarlton, B., Vanneste, M., Forsberg, C.F., Knudsen, S., Lavholt, F., Kvalstad, T., Holm, S., Kjennbakken, H., Mazhar, M.A., Degago, S. and Haflidason, H.
782019USALife Cycle Cost Analysis of Deteriorated Bridge Expansion JointsLee Kelly, A., Atadero, R.A. and Mahmoud, H.N.
792019Sweden and NorwayPartial safety factors for the anchorage capacity of corroded reinforcement bars in concreteBlomfors, M., Larsson Ivanov, O., Honfa, D. and Engen, M.
802019ChinaPerformance of reinforced concrete pier columns subjected to lateral impactZhao, W.-C. and Qian, J.
812019USAIntegrated Framework for Quantifying the Effect of Climate Change on the Risk of Bridge Failure Due to Floods and Flood-Induced ScourKhandel, O. and Soliman, M.
822019NetherlandsReliability analysis of reinforced concrete vehicle bridges columns using non-parametric Bayesian networksMendoza-Lugo, M.A. and Delgado-Hernajndez, D.J. and Morales-Najpoles, O.
832019ChinaSeismic fragility analysis of deteriorating RC bridge columns with time-variant capacity indexCheng, H., Li, H.-N., Yang, Y.B. and Wang, D.-S.
842018CanadaCondition assessment of reinforced concrete bridges: Current practice and research challengesOmar, T. and Nehdi, M.L.
852018Slovenia, Italy and the NetherlandsStructural health monitoring for performance assessment of bridges under flooding and seismic actionsPrendergast, L.J., Limongelli, M.P., Ademovic, N., Analin, A., Gavin, K. and Zanini, M.
862018USARisk-based cost-benefit analysis for the retrofit of bridges exposed to extreme hydrologic events considering multiple failure modesMondoro, A. and Frangopol, D.M.
872018Serbia and SwitzerlandManagement of bridges with shallow foundations exposed to local scourTanasi, N. and Hajdin, R.
882018Iran and USASeismic vulnerability assessment of RC skew bridges subjected to mainshock-aftershock sequencesOmranian, E., Abdelnaby, A.E. and Abdollahzadeh, G.
892018USAParameterised fragility assessment of bridges subjected to hurricane events using metamodels and multiple environmental parametersSaeidpour, A., Chorzepa, M.G., Christian, J. and Durham, S.
902018USASustainability-Informed Bridge Ranking under Scour Based on Transportation Network Performance and Mult attribute UtilityLiu, L., Frangopol, D.M., Mondoro, A., and Yang, D.Y.
912018ChinaA method for the seismic vulnerability assessment of corroded steel structuresXu, S.-H., Zhang, Z.-X., Li, R. and Wei, L.-H.
922018USAParameterised Fragility Assessment of Bridges Subjected to Pier Scour and Vehicular LoadsKameshwar, S. and Padgett, J.E.
932018IndiaA study of durability parameters on fly ash based geopolymer concrete using electrical analyserSaravanan, G. and Jeyasehar, C.A.
1022018ChinaExperimental research on load-shear performance of interface between new and old concrete with corroded planting barPeng, H.-D., Liu, D.-W., Dai, B., Zeng, S.-S. and Chu, F.-J.
942017UKMonitoring-based reliability analysis of aging concrete structures by Bayesian updatingChen, H.-P.
962017TurkeyIn-Depth Investigation of Seismic Vulnerability of an Aging River Bridge Exposed to ScourAvsar, Ö., Atak, B. and Caner, A.
972017RomaniaRefurbishment of existing steel structures an actual problemDorin, R., Feier, A., Petzek, E. and Bancila, R.
982017USAOptimal risk-based management of coastal bridges vulnerable to hurricanesMondoro, A., Frangopol, D.M. and Soliman, M.
1002017USAHistorical analysis of hydraulic bridge collapses in the continental United StatesFlint, M.M., Fringer, O., Billington, S.L., Freyberg, D. and Diffenbaugh, N.S.
1012017USAIncorporating soil erodibility properties into scour risk-assessment tools using HYRISKBones, E.J., Garrow, L.A. and Sturm, T.W.
1032017TaiwanVulnerability evaluation of scoured bridges under floodsHung, C.-C. and Yau, W.-G.
952016USABridge deck delamination identification from unmanned aerial vehicle infrared imageryEllenberg, A., Kontsos, A., Moon, F. and Bartoli, I.
992016USATime-Dependent Risk Assessment of Bridges Based on Cumulative-Time Failure ProbabilityZhu, B. and Frangopol, D.M.
1062016IndiaBridges failures in extreme flood events by taking a case studyHussain, A. and Jan, S.
1082016IndiaTime-variant reliability analysis of RC bridge girders subjected to corrosion shear limit stateVatteri, A.P., Balaji Rao, K. and Bharathan, A.M.
1092016USAProbabilistic Time-Dependent Multihazard Life-Cycle Assessment and Resilience of Bridges Considering Climate ChangeDong, Y. and Frangopol, D.M.
1102016Italy and PortugalSampling based numerical seismic assessment of continuous span RC bridgesMonteiro, R.
1042015Brazil and FranceStructural modification assessment using supervised learning methods applied to vibration dataAlves, V., Cury, A., Roitman, N., Magluta, C. and Cremona, C.
1052015MexicoThe Mexican Coastal Current: A subsurface seasonal bridge that connects the tropical and subtropical Northeastern PacificGómez-Valdivia, F., Parés-Sierra, A. and Flores-Morales, A.L.,
1072015USASustainability-informed maintenance optimization of highway bridges considering multi-attribute utility and risk attitudeSabatino, S., Frangopol, D.M. and Dong, Y.
1112014USAOptimisation of life-cycle maintenance of deteriorating bridges with respect to expected annual system failure rate and expected cumulative costBarone, G., Frangopol, D.M. and Soliman, M.
1122014TaiwanForensic diagnosis on flood-induced bridge failure. II: Framework of quantitative assessmentWu, T.-R., Wang, H., Ko, Y.-Y., Chiou, J.-S., Hsieh, S.-C., Chen, C.-H., Lin, C., Wang, C.-Y. and Chuang, M.-H.
Source(s): Authors’ own work

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