{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,10]],"date-time":"2025-09-10T21:30:30Z","timestamp":1757539830351,"version":"3.28.0"},"reference-count":16,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.23919\/acc45564.2020.9147519","type":"proceedings-article","created":{"date-parts":[[2020,7,27]],"date-time":"2020-07-27T18:02:33Z","timestamp":1595872953000},"page":"2413-2418","source":"Crossref","is-referenced-by-count":2,"title":["Incorporating Structural Process Knowledge in Recurrent Neural Network Modeling of Nonlinear Processes"],"prefix":"10.23919","author":[{"given":"Zhe","family":"Wu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Rincon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Panagiotis D.","family":"Christofides","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/0167-6911(89)90028-5","article-title":"A &#x2018;universal&#x2019; construction of Artstein&#x2019;s theorem on nonlinear stabilization","volume":"13","author":"sontag","year":"1989","journal-title":"Systems & Control Letters"},{"key":"ref11","doi-asserted-by":"crossref","DOI":"10.1609\/aaai.v31i1.10934","article-title":"Label-free supervision of neural networks with physics and domain knowledge","author":"stewart","year":"2017","journal-title":"Thirty-First AAAI Conference on Artificial Intelligence"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-004-0559-y"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"2275","DOI":"10.1021\/acs.iecr.9b03055","article-title":"Real-time adaptive machine-learning-based predictive control of nonlinear processes","volume":"59","author":"wu","year":"2020","journal-title":"Industrial & Engineering Chemistry Research"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"16729e","DOI":"10.1002\/aic.16729","article-title":"Machine learning-based predictive control of nonlinear processes. part I: Theory","volume":"65","author":"wu","year":"2019","journal-title":"AIChE Journal"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/aic.16734"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01199"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/72.363477"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/YAC.2016.7804912"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/machines5010004"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6911(91)90111-Q"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2019.8794351"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/en12071301"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1161\/CIRCULATIONAHA.115.001593"},{"key":"ref1","article-title":"The impact of machine learning on economics","author":"athey","year":"2018","journal-title":"In the Economics of Artificial Intelligence An Agenda"},{"key":"ref9","first-page":"73","article-title":"Neural nets as systems models and controllers","author":"sontag","year":"1992","journal-title":"Proceedings of the Seventh Yale Workshop on Adaptive and Learning Systems"}],"event":{"name":"2020 American Control Conference (ACC)","start":{"date-parts":[[2020,7,1]]},"location":"Denver, CO, USA","end":{"date-parts":[[2020,7,3]]}},"container-title":["2020 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9140048\/9147203\/09147519.pdf?arnumber=9147519","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,4]],"date-time":"2023-10-04T18:51:23Z","timestamp":1696445483000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9147519\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":16,"URL":"https:\/\/doi.org\/10.23919\/acc45564.2020.9147519","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}