{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T08:03:15Z","timestamp":1763193795124,"version":"3.45.0"},"reference-count":34,"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\/ijcnn64981.2025.11228588","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":["Direct-Modelling in Nuclear Fusion by Combining Data-Integration and Physics-Informed Neural Networks"],"prefix":"10.1109","author":[{"given":"Riccardo","family":"Rossi","sequence":"first","affiliation":[{"name":"Universit&#x00E0; Degli Studi di Roma \"Tor Vergata\",Department of Industrial Engineering,Roma,Italy"}]},{"given":"Michela","family":"Gelfusa","sequence":"additional","affiliation":[{"name":"Universit&#x00E0; Degli Studi di Roma \"Tor Vergata\",Department of Industrial Engineering,Roma,Italy"}]},{"given":"Novella","family":"Rutigliano","sequence":"additional","affiliation":[{"name":"Universit&#x00E0; Degli Studi di Roma \"Tor Vergata\",Department of Industrial Engineering,Roma,Italy"}]},{"given":"Pasquale","family":"Gaudio","sequence":"additional","affiliation":[{"name":"Universit&#x00E0; Degli Studi di Roma \"Tor Vergata\",Department of Industrial Engineering,Roma,Italy"}]},{"given":"Andrea","family":"Murari","sequence":"additional","affiliation":[{"name":"Universit&#x00E0; di Padova, Acciaierie Venete SpA),Consorzio RFX (CNR, ENEA, INFN,Padova,Italy"}]}],"member":"263","reference":[{"volume-title":"Tokamaks","year":"2011","author":"Wesson","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-22309-4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ad2be4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ad3e16"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ac47b4"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-022-01602-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-46242-7"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/abc664"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ad2723"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ab2ea9"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-04301-9"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.3390\/app10196683"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.104.025205"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2023.112400"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1063\/5.0232503"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/tps.2019.2947304"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.fusengdes.2016.11.006"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s10894-024-00419-6"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00314-5"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.jobe.2024.109231"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10409-021-01148-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tpwrs.2022.3162473"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1063\/5.0067260"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.3389\/fphy.2020.00042"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ad067c"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.net.2024.07.048"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-49977-3"},{"article-title":"ASTRA - Automated System for TRansport Analysis","year":"2002","author":"Pereverzev","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1137\/080743627"},{"key":"ref31","article-title":"Automatic Differentiation in Machine Learning: a Survey","volume":"18","author":"Baydin","year":"2018","journal-title":"Journal of Machine Learning Research"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/0041-5553(67)90144-9"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/wilm.10056"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1406.3269"}],"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\/11228588.pdf?arnumber=11228588","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,15]],"date-time":"2025-11-15T07:59:45Z","timestamp":1763193585000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11228588\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,30]]},"references-count":34,"URL":"https:\/\/doi.org\/10.1109\/ijcnn64981.2025.11228588","relation":{},"subject":[],"published":{"date-parts":[[2025,6,30]]}}}