{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T06:10:13Z","timestamp":1755843013920,"version":"3.44.0"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T00:00:00Z","timestamp":1751932800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T00:00:00Z","timestamp":1751932800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100002724","name":"American University of Sharjah","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002724","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,7,8]]},"DOI":"10.23919\/acc63710.2025.11108070","type":"proceedings-article","created":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T18:17:51Z","timestamp":1755800271000},"page":"1387-1392","source":"Crossref","is-referenced-by-count":0,"title":["Transformer-Based QSPR Modeling for Complex Molecular Systems: A Case Study on Ionic Liquids"],"prefix":"10.23919","author":[{"given":"Aahil","family":"Khambhawala","sequence":"first","affiliation":[{"name":"Texas A&M University,Artie McFerrin Department of Chemical Engineering,College Station,TX,USA,77845"}]},{"given":"Chi Ho","family":"Lee","sequence":"additional","affiliation":[{"name":"Texas A&M University,Artie McFerrin Department of Chemical Engineering,College Station,TX,USA,77845"}]},{"given":"Silabrata","family":"Pahari","sequence":"additional","affiliation":[{"name":"Texas A&M University,Artie McFerrin Department of Chemical Engineering,College Station,TX,USA,77845"}]},{"given":"Paul","family":"Nancarrow","sequence":"additional","affiliation":[{"name":"American University of Sharjah,Department of Chemical and Biological Engineering,Sharjah,United Arab Emirates,P.O. Box 26666"}]},{"given":"Nabil Abdel","family":"Jabbar","sequence":"additional","affiliation":[{"name":"American University of Sharjah,Department of Chemical and Biological Engineering,Sharjah,United Arab Emirates,P.O. Box 26666"}]},{"given":"Mahmoud M","family":"El-Halwagi","sequence":"additional","affiliation":[{"name":"Texas A&M University,Artie McFerrin Department of Chemical Engineering,College Station,TX,USA,77845"}]},{"given":"Joseph Sang-Il","family":"Kwon","sequence":"additional","affiliation":[{"name":"Texas A&M University,Artie McFerrin Department of Chemical Engineering,College Station,TX,USA,77845"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-5180-9_17"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-63007-w"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1039\/C8RA10226K"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s10765-011-1133-5"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.tca.2012.09.011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41428-022-00648-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/natrevmats.2016.24"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/qsar.200390007"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.7b00246"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1021\/jp073839a"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s00204-022-03252-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.fuel.2021.121437"},{"key":"ref13","first-page":"1","article-title":"Deep learning as an opportunity in virtual screening","volume-title":"Proceedings of the deep learning workshop at NIPS","author":"Unterthiner"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.isci.2021.103052"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-60327-101-1_8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1021\/acs.iecr.3c02624"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2023.108339"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cherd.2023.04.028"},{"article-title":"Attention Is All You Need","year":"2023","author":"Vaswani","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s44286-024-00142-1"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2025.160423"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2024.158578"},{"article-title":"RoFormer: Enhanced Transformer with Rotary Position Embedding","year":"2023","author":"Su","key":"ref23"},{"article-title":"Linear Attention Mechanism: An Efficient Attention for Semantic Segmentation","year":"2020","author":"Li","key":"ref24"},{"article-title":"Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention","year":"2020","author":"Katharopoulos","key":"ref25"},{"article-title":"Orthogonal Random Features","year":"2016","author":"Yu","key":"ref26"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1021\/ci3001277"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac956"},{"volume-title":"BERT: Pretraining of Deep Bidirectional Transformers for Language Understanding","year":"2019","author":"Devlin","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2024.108926"}],"event":{"name":"2025 American Control Conference (ACC)","start":{"date-parts":[[2025,7,8]]},"location":"Denver, CO, USA","end":{"date-parts":[[2025,7,10]]}},"container-title":["2025 American Control Conference (ACC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11107441\/11107442\/11108070.pdf?arnumber=11108070","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:38:23Z","timestamp":1755841103000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11108070\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7,8]]},"references-count":30,"URL":"https:\/\/doi.org\/10.23919\/acc63710.2025.11108070","relation":{},"subject":[],"published":{"date-parts":[[2025,7,8]]}}}