{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,26]],"date-time":"2026-05-26T23:07:34Z","timestamp":1779836854361,"version":"3.53.1"},"reference-count":46,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,9,1]],"date-time":"2026-09-01T00:00:00Z","timestamp":1788220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"funder":[{"DOI":"10.13039\/501100007129","name":"Shandong Province Natural Science Foundation","doi-asserted-by":"publisher","award":["ZR2023QF062"],"award-info":[{"award-number":["ZR2023QF062"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62503279"],"award-info":[{"award-number":["62503279"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62473112"],"award-info":[{"award-number":["62473112"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Communications in Nonlinear Science and Numerical Simulation"],"published-print":{"date-parts":[[2026,9]]},"DOI":"10.1016\/j.cnsns.2026.109946","type":"journal-article","created":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T07:53:47Z","timestamp":1774338827000},"page":"109946","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Finite-time passivity of reaction-diffusion systems with boundary input-output"],"prefix":"10.1016","volume":"160","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0136-9411","authenticated-orcid":false,"given":"Xiao-Zhen","family":"Liu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-2687-822X","authenticated-orcid":false,"given":"Qin-Xiang","family":"Lou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4122-9832","authenticated-orcid":false,"given":"Kai-Ning","family":"Wu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","reference":[{"key":"10.1016\/j.cnsns.2026.109946_bib0001","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2020.105370","article-title":"The mechanism of rotating waves in a ring of unidirectionally coupled lorenz systems","volume":"90","author":"Wang","year":"2020","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109946_bib0002","doi-asserted-by":"crossref","DOI":"10.1016\/j.amc.2022.127523","article-title":"A simulation expressivity of the quenching phenomenon in a two-sided space-fractional diffusion equation","volume":"437","author":"Zhu","year":"2023","journal-title":"Appl Math Comput"},{"key":"10.1016\/j.cnsns.2026.109946_bib0003","doi-asserted-by":"crossref","DOI":"10.1016\/j.amc.2020.125518","article-title":"Reaction-diffusion predator-prey-parasite system and spatiotemporal complexity","volume":"386","author":"Chakraborty","year":"2020","journal-title":"Appl Math Comput"},{"key":"10.1016\/j.cnsns.2026.109946_bib0004","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2020.105218","article-title":"Diffusion-reaction processes on a backbone structure","volume":"85","author":"Marin","year":"2020","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109946_bib0005","doi-asserted-by":"crossref","DOI":"10.1007\/s12591-024-00705-x","article-title":"Reaction-diffusion equations with large diffusion and convection heating at the boundary","author":"Pires","year":"2025","journal-title":"Differential Equations and Dynamical Systems"},{"key":"10.1016\/j.cnsns.2026.109946_bib0006","doi-asserted-by":"crossref","DOI":"10.1016\/j.amc.2023.128504","article-title":"Reaction-diffusion models of crimo-taxis in a street","volume":"467","author":"Inferrera","year":"2024","journal-title":"Appl Math Comput"},{"key":"10.1016\/j.cnsns.2026.109946_bib0007","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2025.116006","article-title":"Pattern dynamics in a bimolecular reaction-diffusion model with saturation law and cross-diffusion","volume":"192","author":"Lian","year":"2025","journal-title":"Chaos Solit Fract"},{"key":"10.1016\/j.cnsns.2026.109946_bib0008","series-title":"Classical Network Synthesis","author":"Bevelevich","year":"1968"},{"key":"10.1016\/j.cnsns.2026.109946_bib0009","unstructured":"Ortega R., Lor\u00eda A., Nicklasson P., Sira-Ram\u00edrez H.. Euler-Lagrange systems. London: Springer. ISBN 978-1-4471-3603-3; 10.1007\/978-1-4471-3603-3_2."},{"key":"10.1016\/j.cnsns.2026.109946_bib0010","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2021.105796","article-title":"Dissipativity theory and applications of nonlinear stochastic systems with markov jump and l\u00e9vy noise","volume":"99","author":"Li","year":"2021","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109946_bib0011","doi-asserted-by":"crossref","DOI":"10.1016\/j.neunet.2024.107042","article-title":"Passivity and robust passivity of inertial memristive neural networks with time-varying delays via non-reduced order method","volume":"184","author":"Xu","year":"2025","journal-title":"Neural Netw"},{"key":"10.1016\/j.cnsns.2026.109946_bib0012","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2023.107708","article-title":"Event-triggered pinning passivity and synchronization of multiple spatial diffusion coupled reaction-diffusion neural networks","volume":"130","author":"Wang","year":"2024","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109946_bib0013","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2022.106770","article-title":"Finite-time mixed h-infinity and passivity analysis for takagi-sugeno fuzzy system with time-varying delays and actuator faults","volume":"116","author":"Mao","year":"2023","journal-title":"Commun Nonlinear Sci Numer Simul"},{"issue":"6","key":"10.1016\/j.cnsns.2026.109946_bib0014","doi-asserted-by":"crossref","first-page":"877","DOI":"10.1016\/0005-1098(89)90054-X","article-title":"Adaptive motion control of rigid robots: a tutorial","volume":"25","author":"Ortega","year":"1989","journal-title":"Automatica"},{"key":"10.1016\/j.cnsns.2026.109946_bib0015","doi-asserted-by":"crossref","DOI":"10.1016\/j.amc.2020.125271","article-title":"Passivity and synchronization of coupled reaction-diffusion complex-valued memristive neural networks","volume":"379","author":"Huang","year":"2020","journal-title":"Appl Math Comput"},{"issue":"8","key":"10.1016\/j.cnsns.2026.109946_bib0016","doi-asserted-by":"crossref","first-page":"1882","DOI":"10.1016\/j.jfranklin.2016.03.004","article-title":"Passivity of linearly coupled neural networks with reaction-diffusion terms and switching topology","volume":"353","author":"Xu","year":"2016","journal-title":"J Franklin Inst"},{"key":"10.1016\/j.cnsns.2026.109946_bib0017","doi-asserted-by":"crossref","DOI":"10.1016\/j.cnsns.2020.105292","article-title":"Event-triggered passivity of multi-weighted coupled delayed reaction-diffusion memristive neural networks with fixed and switching topologies","volume":"89","author":"Huang","year":"2020","journal-title":"Commun Nonlinear Sci Numer Simul"},{"key":"10.1016\/j.cnsns.2026.109946_bib0018","doi-asserted-by":"crossref","first-page":"2772","DOI":"10.1007\/s00034-017-0693-4","article-title":"Passivity and robust passivity of delayed cohen-grossberg neural networks with and without reaction-diffusion terms","volume":"37","author":"Chen","year":"2018","journal-title":"Circuits, Systems Signal Process"},{"issue":"9","key":"10.1016\/j.cnsns.2026.109946_bib0019","doi-asserted-by":"crossref","first-page":"3385","DOI":"10.1109\/TCYB.2018.2842437","article-title":"Finite-time passivity and synchronization of coupled reaction-diffusion neural networks with multiple weights","volume":"49","author":"Wang","year":"2018","journal-title":"IEEE Trans Cybern"},{"issue":"1","key":"10.1016\/j.cnsns.2026.109946_bib0020","doi-asserted-by":"crossref","first-page":"73","DOI":"10.3934\/mmc.2025006","article-title":"Finite-time synchronization of delayed complex dynamical networks via sampled-data controller","volume":"5","author":"Haripriya","year":"2025","journal-title":"Mathematical Modell Contr"},{"issue":"2","key":"10.1016\/j.cnsns.2026.109946_bib0021","doi-asserted-by":"crossref","first-page":"178","DOI":"10.3934\/mmc.2024016","article-title":"Finite-time stability and applications of positive switched linear delayed impulsive systems","volume":"4","author":"He","year":"2024","journal-title":"Math Model Control"},{"issue":"1","key":"10.1016\/j.cnsns.2026.109946_bib0022","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1109\/JAS.2015.7032911","article-title":"Finite-time attitude control: a finite-time passivity approach","volume":"2","author":"Liu","year":"2015","journal-title":"IEEE\/CAA J Autom Sin"},{"issue":"18","key":"10.1016\/j.cnsns.2026.109946_bib0023","doi-asserted-by":"crossref","first-page":"4870","DOI":"10.1016\/j.jfranklin.2016.09.011","article-title":"Finite-time passivity of dynamic systems","volume":"353","author":"Hou","year":"2016","journal-title":"J Franklin Inst"},{"key":"10.1016\/j.cnsns.2026.109946_bib0024","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.amc.2016.10.038","article-title":"Finite-time non-fragile passivity control for neural networks with time-varying delay","volume":"297","author":"Rajavel","year":"2017","journal-title":"Appl Math Comput"},{"issue":"2","key":"10.1016\/j.cnsns.2026.109946_bib0025","doi-asserted-by":"crossref","first-page":"159","DOI":"10.15388\/NA.2018.2.2","article-title":"Non-fragile mixed h-infinity and passivity control for neural networks with successive time-varying delay components","volume":"23","author":"Rajavel","year":"2018","journal-title":"Nonlinear Analysis: Modelling and Control"},{"key":"10.1016\/j.cnsns.2026.109946_bib0026","doi-asserted-by":"crossref","DOI":"10.1016\/j.chaos.2022.112005","article-title":"New finite-time passivity criteria for delayed fractional-order neural networks based on Lyapunov function approach","volume":"158","author":"Shafiya","year":"2022","journal-title":"Chaos Solit Fract"},{"issue":"12","key":"10.1016\/j.cnsns.2026.109946_bib0027","doi-asserted-by":"crossref","first-page":"12843","DOI":"10.1109\/TCYB.2021.3090417","article-title":"Adaptive neural-network-based fault-tolerant control for a flexible string with composite disturbance observer and input constraints","volume":"52","author":"Zhao","year":"2021","journal-title":"IEEE Trans Cybern"},{"issue":"11","key":"10.1016\/j.cnsns.2026.109946_bib0028","doi-asserted-by":"crossref","first-page":"6999","DOI":"10.1109\/TSMC.2023.3285220","article-title":"Fixed-Time fuzzy adaptive fault-Tolerant control for strict-Feedback nonlinear systems with input delay","volume":"53","author":"Song","year":"2023","journal-title":"IEEE Trans Syst Man Cybern Syst"},{"issue":"10","key":"10.1016\/j.cnsns.2026.109946_bib0029","doi-asserted-by":"crossref","first-page":"4583","DOI":"10.1109\/TCYB.2025.3582854","article-title":"Fixed-Time neural adaptive control for nonlinear asymmetric constrained systems subject to time-Varying input delay","volume":"55","author":"Qi","year":"2025","journal-title":"IEEE Trans Cybern"},{"issue":"6","key":"10.1016\/j.cnsns.2026.109946_bib0030","doi-asserted-by":"crossref","first-page":"4150","DOI":"10.1109\/TAC.2024.3360317","article-title":"Adaptive input delay compensation under event-Based control signal implementation","volume":"69","author":"Haddad","year":"2024","journal-title":"IEEE Trans Automat Contr"},{"issue":"17","key":"10.1016\/j.cnsns.2026.109946_bib0031","doi-asserted-by":"crossref","first-page":"8915","DOI":"10.1016\/j.jfranklin.2018.09.030","article-title":"Passivity analysis of coupled neural networks with reaction-diffusion terms and mixed delays","volume":"355","author":"Cao","year":"2018","journal-title":"J Franklin Inst"},{"key":"10.1016\/j.cnsns.2026.109946_bib0032","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1016\/j.matcom.2023.01.042","article-title":"Finite time passivity analysis for caputo fractional BAM reaction-diffusion delayed neural networks","volume":"208","author":"Wang","year":"2023","journal-title":"Math Comput Simul"},{"issue":"6","key":"10.1016\/j.cnsns.2026.109946_bib0033","doi-asserted-by":"crossref","first-page":"3036","DOI":"10.1109\/TAC.2021.3100289","article-title":"Exponential stabilization of reaction-diffusion systems via intermittent boundary control","volume":"67","author":"Liu","year":"2021","journal-title":"IEEE Trans Automat Contr"},{"issue":"2","key":"10.1016\/j.cnsns.2026.109946_bib0034","doi-asserted-by":"crossref","DOI":"10.1103\/PhysRevE.65.021907","article-title":"A reaction-diffusion model for the growth of avascular tumor","volume":"65","author":"Ferreira Jr","year":"2002","journal-title":"Phys Rev E"},{"key":"10.1016\/j.cnsns.2026.109946_bib0035","series-title":"Robust Control of Nonlinear Uncertain Systems","isbn-type":"print","author":"Qu","year":"1998","ISBN":"https:\/\/id.crossref.org\/isbn\/0471115894"},{"key":"10.1016\/j.cnsns.2026.109946_bib0036","series-title":"Robust Control of Uncertain Dynamic Systems: A Linear State Space Approach","author":"Yedavalli","year":"2014"},{"key":"10.1016\/j.cnsns.2026.109946_bib0037","series-title":"Uncertain Models and Robust Control","author":"Weinmann","year":"2012"},{"issue":"3","key":"10.1016\/j.cnsns.2026.109946_bib0038","doi-asserted-by":"crossref","first-page":"1392","DOI":"10.1016\/j.cnsns.2011.07.032","article-title":"New robust passivity criteria for stochastic fuzzy BAM neural networks with time-varying delays","volume":"17","author":"Mathiyalagan","year":"2012","journal-title":"Commun Nonlinear Sci Numer Simul"},{"issue":"5","key":"10.1016\/j.cnsns.2026.109946_bib0039","doi-asserted-by":"crossref","first-page":"1641","DOI":"10.1002\/rnc.3977","article-title":"Finite-time boundary stabilization of reaction-diffusion systems","volume":"28","author":"Wu","year":"2018","journal-title":"Int J Robust Nonlinear Contr"},{"issue":"9","key":"10.1016\/j.cnsns.2026.109946_bib0040","doi-asserted-by":"crossref","first-page":"4074","DOI":"10.1016\/j.jfranklin.2022.04.011","article-title":"Passivity-based boundary control for delay reaction-diffusion systems","volume":"359","author":"Wu","year":"2022","journal-title":"J Franklin Inst"},{"issue":"4","key":"10.1016\/j.cnsns.2026.109946_bib0041","doi-asserted-by":"crossref","first-page":"1244","DOI":"10.1137\/S0363012902384916","article-title":"Well-Posedness of boundary control systems","volume":"42","author":"Cheng","year":"2003","journal-title":"SIAM J Control Optim"},{"key":"10.1016\/j.cnsns.2026.109946_bib0042","series-title":"Inequalities","author":"Hardy","year":"1952"},{"issue":"12","key":"10.1016\/j.cnsns.2026.109946_bib0043","doi-asserted-by":"crossref","first-page":"2089","DOI":"10.1109\/TAC.2002.805670","article-title":"Robust h-infinity control for uncertain stochastic systems with state delay","volume":"47","author":"Xu","year":"2002","journal-title":"IEEE Trans Automat Contr"},{"key":"10.1016\/j.cnsns.2026.109946_bib0044","series-title":"Linear Matrix Inequalities in System and Control Theory","author":"Boyd","year":"1994"},{"key":"10.1016\/j.cnsns.2026.109946_bib0045","article-title":"Finite-time stability of impulsive reaction-diffusion systems with and without time delay","volume":"363","author":"Wu","year":"2019","journal-title":"Appl Math Comput"},{"issue":"1","key":"10.1016\/j.cnsns.2026.109946_bib0046","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1038\/s41392-023-01460-1","article-title":"Angiogenic signaling pathways and anti-angiogenic therapy for cancer","volume":"8","author":"Liu","year":"2023","journal-title":"Signal Transd Targeted Therapy"}],"container-title":["Communications in Nonlinear Science and Numerical Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1007570426003059?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1007570426003059?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,5,26]],"date-time":"2026-05-26T23:01:19Z","timestamp":1779836479000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1007570426003059"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9]]},"references-count":46,"alternative-id":["S1007570426003059"],"URL":"https:\/\/doi.org\/10.1016\/j.cnsns.2026.109946","relation":{},"ISSN":["1007-5704"],"issn-type":[{"value":"1007-5704","type":"print"}],"subject":[],"published":{"date-parts":[[2026,9]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Finite-time passivity of reaction-diffusion systems with boundary input-output","name":"articletitle","label":"Article Title"},{"value":"Communications in Nonlinear Science and Numerical Simulation","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.cnsns.2026.109946","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.","name":"copyright","label":"Copyright"}],"article-number":"109946"}}