{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,29]],"date-time":"2026-03-29T07:59:50Z","timestamp":1774771190184,"version":"3.50.1"},"reference-count":35,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"6","funder":[{"DOI":"10.13039\/100023581","name":"National Science Foundation Graduate Research Fellowship Program","doi-asserted-by":"crossref","award":["DGE 2146752"],"award-info":[{"award-number":["DGE 2146752"]}],"id":[{"id":"10.13039\/100023581","id-type":"DOI","asserted-by":"crossref"}]},{"name":"ThinkSwiss Research Scholarship"},{"name":"INdAM-GNCS"},{"name":"PNRR","award":["1058 23\/06\/2022"],"award-info":[{"award-number":["1058 23\/06\/2022"]}]},{"name":"PNRR","award":["ECS00000043"],"award-info":[{"award-number":["ECS00000043"]}]},{"name":"PNRR","award":["CUP G93C22000610007"],"award-info":[{"award-number":["CUP G93C22000610007"]}]},{"name":"European Union\u2019s NextGenerationEU"},{"name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne Excellence Research Scholarship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Sci. Comput."],"published-print":{"date-parts":[[2025,12,31]]},"DOI":"10.1137\/24m1681434","type":"journal-article","created":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T08:11:45Z","timestamp":1763453505000},"page":"C1264-C1293","source":"Crossref","is-referenced-by-count":1,"title":["Neural Empirical Interpolation Method for Nonlinear Model Reduction"],"prefix":"10.1137","volume":"47","author":[{"given":"Max","family":"Hirsch","sequence":"first","affiliation":[{"name":"Department of Mathematics, University of California Berkeley, Berkeley, CA 94720 USA."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1163-3386","authenticated-orcid":true,"given":"Federico","family":"Pichi","sequence":"additional","affiliation":[{"name":"mathLab, Mathematics Area, SISSA, via Bonomea, 265 I-34136 Trieste, Italy, and MCSS, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, 1015 Lausanne, Switzerland."}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8074-1586","authenticated-orcid":true,"given":"Jan S.","family":"Hesthaven","sequence":"additional","affiliation":[{"name":"MCSS, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, 1015 Lausanne, Switzerland."}]}],"member":"351","published-online":{"date-parts":[[2025,11,18]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/nme.4371"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2025.114419"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.crma.2004.08.006"},{"key":"ref4","first-page":"5595","volume":"18","author":"Baydin A. G.","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"ref5","volume-title":"Snapshot-Based Methods and Algorithms","volume":"2","author":"Benner P.","year":"2020"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1515\/9783110498967"},{"key":"ref7","series-title":"Hanb. Numer. Anal. 25","first-page":"83","volume-title":"Numerical Analysis Meets Machine Learning","author":"Boull\u00e9 N.","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1137\/090766498"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2021.110666"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-022-02001-8"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.crme.2019.11.012"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/nme.6831"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-021-01462-7"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2021.0206"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1137\/20M1383550"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2018.07.017"},{"key":"ref21","series-title":"SpringerBriefs in Mathematics","volume-title":"Certified Reduced Basis Methods for Parametrized Partial Differential Equations","author":"Hesthaven J. S.","year":"2015","edition":"1"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.02.037"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2020.112947"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1137\/23M1604680"},{"key":"ref25","first-page":"4061","volume":"24","author":"Kovachki N.","year":"2023","journal-title":"J. Mach. Learn. Res."},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2019.108973"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23099-8"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00302-5"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2024.117458"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.compfluid.2023.105813"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2024.112762"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-15431-2"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-85268-1"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-023-02128-2"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-49892-3"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3606274.3606278"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1137\/19M1271270"},{"key":"ref42","first-page":"409","volume-title":"Numerical Mathematics and Advanced Applications ENUMATH, Vol. 2","author":"Torlo D.","year":"2023"}],"container-title":["SIAM Journal on Scientific Computing"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,11,18]],"date-time":"2025-11-18T08:11:47Z","timestamp":1763453507000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1681434"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,18]]},"references-count":35,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2025,12,31]]}},"alternative-id":["10.1137\/24M1681434"],"URL":"https:\/\/doi.org\/10.1137\/24m1681434","relation":{},"ISSN":["1064-8275","1095-7197"],"issn-type":[{"value":"1064-8275","type":"print"},{"value":"1095-7197","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,18]]}}}