{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T21:59:18Z","timestamp":1780955958758,"version":"3.54.1"},"reference-count":58,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,11,1]],"date-time":"2026-11-01T00:00:00Z","timestamp":1793491200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Reliability Engineering & System Safety"],"published-print":{"date-parts":[[2026,11]]},"DOI":"10.1016\/j.ress.2026.112810","type":"journal-article","created":{"date-parts":[[2026,5,6]],"date-time":"2026-05-06T15:24:09Z","timestamp":1778081049000},"page":"112810","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"P2","title":["Cascading failures in interdependent hypergraphs: The role of infection propagation"],"prefix":"10.1016","volume":"275","author":[{"given":"Chun-Xiao","family":"Jia","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1687-2877","authenticated-orcid":false,"given":"Jiehui","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9376-1241","authenticated-orcid":false,"given":"Run-Ran","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"issue":"4","key":"10.1016\/j.ress.2026.112810_b1","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1038\/s41567-019-0459-y","article-title":"From networks to optimal higher-order models of complex systems","volume":"15","author":"Lambiotte","year":"2019","journal-title":"Nat Phys"},{"issue":"10","key":"10.1016\/j.ress.2026.112810_b2","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1038\/s41567-021-01371-4","article-title":"The physics of higher-order interactions in complex systems","volume":"17","author":"Battiston","year":"2021","journal-title":"Nat Phys"},{"issue":"1","key":"10.1016\/j.ress.2026.112810_b3","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1140\/epjb\/e2005-00237-9","article-title":"Modeling cascading failures in the North American power grid","volume":"46","author":"Kinney","year":"2005","journal-title":"Eur Phys J B"},{"issue":"12","key":"10.1016\/j.ress.2026.112810_b4","first-page":"3482","article-title":"Analysis of malware-induced cyber attacks in cyber-physical power systems","volume":"67","author":"Xu","year":"2020","journal-title":"IEEE Trans Circuits Syst II"},{"issue":"5","key":"10.1016\/j.ress.2026.112810_b5","doi-asserted-by":"crossref","first-page":"1318","DOI":"10.1073\/pnas.0811973106","article-title":"WiFi networks and malware epidemiology","volume":"106","author":"Hu","year":"2009","journal-title":"Proc Natl Acad Sci"},{"issue":"3","key":"10.1016\/j.ress.2026.112810_b6","doi-asserted-by":"crossref","first-page":"779","DOI":"10.1257\/jel.20151228","article-title":"Contagion in financial networks","volume":"54","author":"Glasserman","year":"2016","journal-title":"J Econ Lit"},{"issue":"4","key":"10.1016\/j.ress.2026.112810_b7","doi-asserted-by":"crossref","first-page":"985","DOI":"10.1063\/1.1505810","article-title":"Critical points and transitions in an electric power transmission model for cascading failure blackouts","volume":"12","author":"Carreras","year":"2002","journal-title":"Chaos"},{"key":"10.1016\/j.ress.2026.112810_b8","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.69.025103","article-title":"Structural vulnerability of the North American power grid","volume":"69","author":"Albert","year":"2004","journal-title":"Phys Rev E"},{"issue":"6794","key":"10.1016\/j.ress.2026.112810_b9","doi-asserted-by":"crossref","first-page":"378","DOI":"10.1038\/35019019","article-title":"Error and attack tolerance of complex networks","volume":"406","author":"Albert","year":"2000","journal-title":"Nature"},{"key":"10.1016\/j.ress.2026.112810_b10","doi-asserted-by":"crossref","first-page":"3682","DOI":"10.1103\/PhysRevLett.86.3682","article-title":"Breakdown of the internet under intentional attack","volume":"86","author":"Cohen","year":"2001","journal-title":"Phys Rev Lett"},{"key":"10.1016\/j.ress.2026.112810_b11","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.66.065102","article-title":"Cascade-based attacks on complex networks","volume":"66","author":"Motter","year":"2002","journal-title":"Phys Rev E"},{"key":"10.1016\/j.ress.2026.112810_b12","doi-asserted-by":"crossref","first-page":"182","DOI":"10.1016\/j.ijepes.2019.03.062","article-title":"Vulnerability analysis of cascading dynamics in smart grids under load redistribution attacks","volume":"111","author":"Lee","year":"2019","journal-title":"Int J Electr Power Energy Syst"},{"key":"10.1016\/j.ress.2026.112810_b13","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.69.045104","article-title":"Model for cascading failures in complex networks","volume":"69","author":"Crucitti","year":"2004","journal-title":"Phys Rev E"},{"issue":"9","key":"10.1016\/j.ress.2026.112810_b14","doi-asserted-by":"crossref","first-page":"5766","DOI":"10.1073\/pnas.082090499","article-title":"A simple model of global cascades on random networks","volume":"99","author":"Watts","year":"2002","journal-title":"Proc Natl Acad Sci"},{"key":"10.1016\/j.ress.2026.112810_b15","doi-asserted-by":"crossref","first-page":"1025","DOI":"10.1038\/nature08932","article-title":"Catastrophic cascade of failures in interdependent networks","volume":"464","author":"Buldyrev","year":"2010","journal-title":"Nature"},{"issue":"25","key":"10.1016\/j.ress.2026.112810_b16","doi-asserted-by":"crossref","first-page":"5468","DOI":"10.1103\/PhysRevLett.85.5468","article-title":"Network robustness and fragility: Percolation on random graphs","volume":"85","author":"Callaway","year":"2000","journal-title":"Phys Rev Lett"},{"issue":"4","key":"10.1016\/j.ress.2026.112810_b17","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.89.042811","article-title":"Network robustness of multiplex networks with interlayer degree correlations","volume":"89","author":"Min","year":"2014","journal-title":"Phys Rev E"},{"issue":"4","key":"10.1016\/j.ress.2026.112810_b18","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevLett.105.048701","article-title":"Interdependent networks: Reducing the coupling strength leads to a change from a first to second order percolation transition","volume":"105","author":"Parshani","year":"2010","journal-title":"Phys Rev Lett"},{"key":"10.1016\/j.ress.2026.112810_b19","doi-asserted-by":"crossref","DOI":"10.1016\/j.physa.2025.130712","article-title":"Cascading failures in multiple-to-multiple interdependent networks considering interdependent failure threshold","volume":"674","author":"Wang","year":"2025","journal-title":"Phys A"},{"issue":"7","key":"10.1016\/j.ress.2026.112810_b20","doi-asserted-by":"crossref","first-page":"597","DOI":"10.1038\/nphys3374","article-title":"Percolation in real interdependent networks","volume":"11","author":"Radicchi","year":"2015","journal-title":"Nat Phys"},{"issue":"1\u20132","key":"10.1016\/j.ress.2026.112810_b21","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1080\/23789689.2020.1753401","article-title":"Classification and mathematical modeling of infrastructure interdependencies","volume":"6","author":"Sharma","year":"2021","journal-title":"Sustain Resilient Infrastruct"},{"key":"10.1016\/j.ress.2026.112810_b22","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2021.108042","article-title":"Mathematical modeling of interdependent infrastructure: An object-oriented approach for generalized network-system analysis","volume":"217","author":"Sharma","year":"2022","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112810_b23","doi-asserted-by":"crossref","first-page":"2111","DOI":"10.1038\/s41598-018-20019-7","article-title":"The \u201cweak\u201d interdependence of infrastructure systems produces mixed percolation transitions in multilayer networks","volume":"8","author":"Liu","year":"2018","journal-title":"Sci Rep"},{"key":"10.1016\/j.ress.2026.112810_b24","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.83.065101","article-title":"Robustness of interdependent networks under targeted attack","volume":"83","author":"Huang","year":"2011","journal-title":"Phys Rev E"},{"issue":"1","key":"10.1016\/j.ress.2026.112810_b25","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1038\/nphys2819","article-title":"Spontaneous recovery in dynamical networks","volume":"10","author":"Majdandzic","year":"2014","journal-title":"Nat Phys"},{"issue":"1","key":"10.1016\/j.ress.2026.112810_b26","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1038\/nphys2180","article-title":"Networks formed from interdependent networks","volume":"8","author":"Gao","year":"2012","journal-title":"Nat Phys"},{"issue":"9","key":"10.1016\/j.ress.2026.112810_b27","doi-asserted-by":"crossref","DOI":"10.1088\/1367-2630\/acf33d","article-title":"A possible quadruple point in networks of directed networks under targeted attacks","volume":"25","author":"Liu","year":"2023","journal-title":"New J Phys"},{"key":"10.1016\/j.ress.2026.112810_b28","article-title":"Redundant interdependencies boost the robustness of multiplex networks","volume":"7","author":"Radicchi","year":"2017","journal-title":"Phys Rev X"},{"key":"10.1016\/j.ress.2026.112810_b29","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/j.chaos.2014.12.016","article-title":"Link overlap, viability, and mutual percolation in multiplex networks","volume":"72","author":"Min","year":"2015","journal-title":"Chaos Solitons Fractals"},{"issue":"1","key":"10.1016\/j.ress.2026.112810_b30","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.physrep.2014.07.001","article-title":"The structure and dynamics of multilayer networks","volume":"544","author":"Boccaletti","year":"2014","journal-title":"Phys Rep"},{"issue":"3","key":"10.1016\/j.ress.2026.112810_b31","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1093\/comnet\/cnu016","article-title":"Multilayer networks","volume":"2","author":"Kivel\u00e4","year":"2014","journal-title":"J Complex Netw"},{"issue":"2","key":"10.1016\/j.ress.2026.112810_b32","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1016\/j.strusafe.2008.06.007","article-title":"Cascading failures in complex infrastructure systems","volume":"31","author":"Duenas-Osorio","year":"2009","journal-title":"Struct Saf"},{"issue":"31","key":"10.1016\/j.ress.2026.112810_b33","doi-asserted-by":"crossref","first-page":"13636","DOI":"10.1073\/pnas.1004008107","article-title":"Multirelational organization of large-scale social networks in an online world","volume":"107","author":"Szell","year":"2010","journal-title":"Proc Natl Acad Sci"},{"key":"10.1016\/j.ress.2026.112810_b34","doi-asserted-by":"crossref","first-page":"118","DOI":"10.1016\/j.plrev.2017.11.003","article-title":"Network science of biological systems at different scales: A review","volume":"24","author":"Gosak","year":"2018","journal-title":"Phys Life Rev"},{"key":"10.1016\/j.ress.2026.112810_b35","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2024.110488","article-title":"Cascading failure model and resilience-based sequential recovery strategy for complex networks","volume":"253","author":"Song","year":"2025","journal-title":"Reliab Eng Syst Saf"},{"issue":"7","key":"10.1016\/j.ress.2026.112810_b36","doi-asserted-by":"crossref","first-page":"12887","DOI":"10.1109\/JIOT.2026.3652229","article-title":"Network recovery from cascading failures in cyber-service-coupled manufacturing internet of things","volume":"13","author":"Qian","year":"2026","journal-title":"IEEE Internet Things J"},{"key":"10.1016\/j.ress.2026.112810_b37","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2025.111495","article-title":"Resilience analysis and recovery strategy for interdependent automated container port networks under cascading failures","volume":"265","author":"Wang","year":"2026","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112810_b38","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2025.111892","article-title":"Attack-defense game model for interdependent power-gas networks considering cascading failures","volume":"267","author":"Wu","year":"2026","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112810_b39","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2024.109958","article-title":"Dual nature of cyber\u2013physical power systems and the mitigation strategies","volume":"244","author":"Ding","year":"2024","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112810_b40","doi-asserted-by":"crossref","first-page":"1705","DOI":"10.1109\/TNSE.2025.3600171","article-title":"Analysis and optimization of robustness in multiplex flow networks against cascading failures","volume":"13","author":"\u0130rsoy","year":"2026","journal-title":"IEEE Trans Netw Sci Eng"},{"issue":"7","key":"10.1016\/j.ress.2026.112810_b41","doi-asserted-by":"crossref","DOI":"10.3390\/en14072028","article-title":"Integrated risk assessment for robustness evaluation and resilience optimisation of power systems after cascading failures","volume":"14","author":"Beyza","year":"2021","journal-title":"Energies"},{"key":"10.1016\/j.ress.2026.112810_b42","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.109.014306","article-title":"Theory of percolation on hypergraphs","volume":"109","author":"Bianconi","year":"2024","journal-title":"Phys Rev E"},{"issue":"3","key":"10.1016\/j.ress.2026.112810_b43","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.104.034306","article-title":"Higher-order percolation processes on multiplex hypergraphs","volume":"104","author":"Sun","year":"2021","journal-title":"Phys Rev E"},{"key":"10.1016\/j.ress.2026.112810_b44","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2023.113746","article-title":"A threshold model of cascading failure on random hypergraphs","volume":"173","author":"Liu","year":"2023","journal-title":"Chaos Solitons Fractals"},{"key":"10.1016\/j.ress.2026.112810_b45","doi-asserted-by":"crossref","DOI":"10.1016\/j.ins.2024.121816","article-title":"Efficient hypergraph collective influence maximization in cascading processes based on general threshold model","volume":"700","author":"Qu","year":"2025","journal-title":"Inform Sci"},{"issue":"2","key":"10.1016\/j.ress.2026.112810_b46","doi-asserted-by":"crossref","DOI":"10.1063\/5.0178329","article-title":"Influence maximization based on threshold models in hypergraphs","volume":"34","author":"Zhang","year":"2024","journal-title":"Chaos"},{"key":"10.1016\/j.ress.2026.112810_b47","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2025.116050","article-title":"Hypergraph-based modeling of cascading failures with probabilistic node-to-group interactions","volume":"192","author":"Liu","year":"2025","journal-title":"Chaos Solitons Fractals"},{"key":"10.1016\/j.ress.2026.112810_b48","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2023.114246","article-title":"Higher-order interdependent percolation on hypergraphs","volume":"177","author":"Liu","year":"2023","journal-title":"Chaos Solitons Fractals"},{"key":"10.1016\/j.ress.2026.112810_b49","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2024.110497","article-title":"Modeling and analysis of cascading failures in multilayer higher-order networks","volume":"253","author":"Qian","year":"2025","journal-title":"Reliab Eng Syst Saf"},{"issue":"4","key":"10.1016\/j.ress.2026.112810_b50","doi-asserted-by":"crossref","DOI":"10.1063\/5.0187160","article-title":"Catastrophic cascade of failures in interdependent hypergraphs","volume":"34","author":"Chen","year":"2024","journal-title":"Chaos"},{"key":"10.1016\/j.ress.2026.112810_b51","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2025.111850","article-title":"Higher-order interdependencies and connectivity: A dual-layer hypergraph model for cascading failures","volume":"267","author":"Jia","year":"2026","journal-title":"Reliab Eng Syst Saf"},{"key":"10.1016\/j.ress.2026.112810_b52","article-title":"Critical component analysis of cyber-physical power systems in cascading failures using graph convolutional networks: An energy-based approach","volume":"42","author":"Soleimani","year":"2025","journal-title":"Sustain Energy Grids Netw"},{"issue":"7","key":"10.1016\/j.ress.2026.112810_b53","doi-asserted-by":"crossref","first-page":"490","DOI":"10.1038\/s42254-021-00322-5","article-title":"The physics of financial networks","volume":"3","author":"Bardoscia","year":"2021","journal-title":"Nat Rev Phys"},{"issue":"3","key":"10.1016\/j.ress.2026.112810_b54","doi-asserted-by":"crossref","first-page":"2522","DOI":"10.1109\/TPEL.2020.3014258","article-title":"Multilayer resilience paradigm against cyber attacks in DC microgrids","volume":"36","author":"Sahoo","year":"2021","journal-title":"IEEE Trans Power Electron"},{"issue":"6","key":"10.1016\/j.ress.2026.112810_b55","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.79.066118","article-title":"Random hypergraphs and their applications","volume":"79","author":"Ghoshal","year":"2009","journal-title":"Phys Rev E"},{"issue":"2","key":"10.1016\/j.ress.2026.112810_b56","article-title":"Bond percolation on multiplex networks","volume":"6","author":"Hackett","year":"2016","journal-title":"Phys Rev X"},{"issue":"5","key":"10.1016\/j.ress.2026.112810_b57","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.88.050803","article-title":"Triple point in correlated interdependent networks","volume":"88","author":"Valdez","year":"2013","journal-title":"Phys Rev E"},{"key":"10.1016\/j.ress.2026.112810_b58","doi-asserted-by":"crossref","DOI":"10.1016\/j.ress.2021.108074","article-title":"Modeling time-varying reliability and resilience of deteriorating infrastructure","volume":"217","author":"Iannacone","year":"2022","journal-title":"Reliab Eng Syst Saf"}],"container-title":["Reliability Engineering & System Safety"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0951832026006216?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0951832026006216?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T21:21:01Z","timestamp":1780953661000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0951832026006216"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,11]]},"references-count":58,"alternative-id":["S0951832026006216"],"URL":"https:\/\/doi.org\/10.1016\/j.ress.2026.112810","relation":{},"ISSN":["0951-8320"],"issn-type":[{"value":"0951-8320","type":"print"}],"subject":[],"published":{"date-parts":[[2026,11]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Cascading failures in interdependent hypergraphs: The role of infection propagation","name":"articletitle","label":"Article Title"},{"value":"Reliability Engineering & System Safety","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.ress.2026.112810","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier Ltd. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"112810"}}