{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T08:03:09Z","timestamp":1763193789516,"version":"3.45.0"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,6,30]],"date-time":"2025-06-30T00:00:00Z","timestamp":1751241600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,30]]},"DOI":"10.1109\/ijcnn64981.2025.11228669","type":"proceedings-article","created":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T18:46:15Z","timestamp":1763145975000},"page":"1-8","source":"Crossref","is-referenced-by-count":0,"title":["Physics-Informed Neural Networks for Modeling Traveling Waves in Nonlinear Lattices"],"prefix":"10.1109","author":[{"given":"Faris","family":"Chaudhry","sequence":"first","affiliation":[{"name":"Imperial College London,London,United Kingdom"}]},{"given":"Akira","family":"Wan","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}]},{"given":"Maxim","family":"Vassiliev","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}]},{"given":"Theodore Gottfried","family":"Van Cromphaut","sequence":"additional","affiliation":[{"name":"Imperial College London,London,United Kingdom"}]}],"member":"263","reference":[{"article-title":"Dynamics of nonlinear lattices: A survey of recent results","year":"2024","author":"Chong","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/72.712178"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/72.870037"},{"key":"ref5","article-title":"Travelling wave solutions","volume-title":"Master\u2019s thesis","author":"Achouri","year":"2016"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.15.240"},{"key":"ref7","article-title":"Mathematical difference between solitons and traveling waves for a non-linear dispersive pde","volume-title":"MathOverflow","author":"Beenakker","year":"2023"},{"volume-title":"Physics of Solitons","year":"2006","author":"Dauxois","key":"ref8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-021-01621-w"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/e26050396"},{"article-title":"Universal approximation with deep narrow networks","year":"2020","author":"Kidger","key":"ref11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.2172\/4376203"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1088\/0143-0807\/26\/5\/S01"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/14786449508620739"},{"article-title":"The soliton resolution conjecture","year":"2017","author":"Perry","key":"ref15"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.27.1192"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1090\/S0273-0979-97-00732-5"}],"event":{"name":"2025 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2025,6,30]]},"location":"Rome, Italy","end":{"date-parts":[[2025,7,5]]}},"container-title":["2025 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11227166\/11227148\/11228669.pdf?arnumber=11228669","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:59:23Z","timestamp":1763193563000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228669\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228669","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}