{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,12]],"date-time":"2026-09-12T06:11:28Z","timestamp":1789193488349,"version":"build-2803163510"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T00:00:00Z","timestamp":1785542400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Science Foundation"},{"name":"Air Force Office of Scientific Research"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,8]]},"DOI":"10.1109\/mwscas67364.2026.11680863","type":"proceedings-article","created":{"date-parts":[[2026,9,11]],"date-time":"2026-09-11T19:08:21Z","timestamp":1789153701000},"page":"71-75","source":"Crossref","is-referenced-by-count":0,"title":["Modeling Ferroelectric and Antiferroelectric Capacitors with Physics-Informed LSTMs"],"prefix":"10.1109","author":[{"given":"Nicolas","family":"Ramos","sequence":"first","affiliation":[{"name":"Duke University","place":["Durham, NC, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yichun","family":"Xu","sequence":"additional","affiliation":[{"name":"University of Southern California","place":["Los Angeles, CA, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Davide","family":"Rossetti","sequence":"additional","affiliation":[{"name":"University of Southern California","place":["Los Angeles, CA, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew","family":"Gill","sequence":"additional","affiliation":[{"name":"North Carolina State University","place":["Raleigh, NC, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fernando","family":"Corinto","sequence":"additional","affiliation":[{"name":"Politecnico di Torino","place":["Turin, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"R. Stanley","family":"Williams","sequence":"additional","affiliation":[{"name":"University of Southern California","place":["Los Angeles, CA, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"J. Joshua","family":"Yang","sequence":"additional","affiliation":[{"name":"University of Southern California","place":["Los Angeles, CA, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hai","family":"Li","sequence":"additional","affiliation":[{"name":"Duke University","place":["Durham, NC, USA"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-019-0338-7"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.3c15732"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/LED.2022.3193383"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-42110-y"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TED.2025.3526104"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-021-00649-y"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-28860-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1361-665x\/ab4ab2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/vlsit.2018.8510622"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/led.2016.2558149"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2019.2922268"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/vlsitechnology18217.2020.9265014"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ted.2023.3297563"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3047491"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/app14209484"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/nano63165.2025.11113805"},{"key":"ref17","article-title":"On Universal Approximation by Neural Networks with Uniform Guarantees on Approximation of Infinite Dimensional Maps","author":"Guss","year":"2019","journal-title":"arXiv preprint arXiv:1910.01545"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1168\/2\/022022"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1305"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/pesgm41954.2020.9282004"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cnsns.2020.105524"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/s0040-6090(02)00920-3"},{"key":"ref24","first-page":"5","article-title":"Landau-Khalatnikov simulations for ferroelectric switching in ferroelectric random access memory application","volume":"46","author":"Song","year":"2005","journal-title":"Journal of the Korean Physical Society"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1134\/s0021364010100048"},{"issue":"721","key":"ref26","first-page":"8026","article-title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","volume-title":"NIPS\u201919: Proceedings of the 33rd International Conference on Neural Information Processing Systems","author":"Paszke"},{"key":"ref27","article-title":"Adam: A Method for Stochastic Optimization","author":"Kingma","year":"2017","journal-title":"arXiv preprint arXiv:1412.6980v9"}],"event":{"name":"2026 IEEE 69th International Midwest Symposium on Circuits and Systems (MWSCAS)","location":"Cincinnati, OH, USA","start":{"date-parts":[[2026,8,9]]},"end":{"date-parts":[[2026,8,12]]}},"container-title":["2026 IEEE 69th International Midwest Symposium on Circuits and Systems (MWSCAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11680577\/11680592\/11680863.pdf?arnumber=11680863","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,12]],"date-time":"2026-09-12T05:32:02Z","timestamp":1789191122000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11680863\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/mwscas67364.2026.11680863","relation":{},"subject":[],"published":{"date-parts":[[2026,8]]}}}