{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T06:25:14Z","timestamp":1778567114730,"version":"3.51.4"},"reference-count":87,"publisher":"American Chemical Society (ACS)","issue":"19","license":[{"start":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T00:00:00Z","timestamp":1757980800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T00:00:00Z","timestamp":1757980800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,9,16]],"date-time":"2025-09-16T00:00:00Z","timestamp":1757980800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-045"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12264025"],"award-info":[{"award-number":["12264025"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2025,10,13]]},"DOI":"10.1021\/acs.jcim.5c01634","type":"journal-article","created":{"date-parts":[[2025,9,17]],"date-time":"2025-09-17T03:53:19Z","timestamp":1758081199000},"page":"10107-10123","source":"Crossref","is-referenced-by-count":5,"title":["High-Throughput Molecular Design of Donors and Non-Fullerene Acceptors for Organic Solar Cells Based on Convolutional Neural Networks"],"prefix":"10.1021","volume":"65","author":[{"given":"Ling-Qiu","family":"Chen","sequence":"first","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4067-2798","authenticated-orcid":true,"given":"Cai-Rong","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]},{"name":"College of Physics and Electronic Engineering","place":["Lanzhou, China"]},{"name":"Northwest Normal University","place":["Lanzhou, China"]}]},{"given":"Cui-Cui","family":"Sang","sequence":"additional","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]}]},{"given":"Xiao-Meng","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]}]},{"given":"Ji-Jun","family":"Gong","sequence":"additional","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]}]},{"given":"Mei-Ling","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Applied Physics","place":["Lanzhou, China"]},{"name":"Lanzhou University of Technology","place":["Lanzhou, China"]}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4381-8569","authenticated-orcid":true,"given":"Hong-Shan","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Physics and Electronic Engineering","place":["Lanzhou, China"]},{"name":"Northwest Normal University","place":["Lanzhou, China"]}]}],"member":"316","published-online":{"date-parts":[[2025,9,16]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1038\/s41566-018-0104-9"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.5b00098"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201800388"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1002\/adts.202300624"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpcc.7b07768"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.6b02851"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.5c00132"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2024.152558"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpcc.6b11824"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1039\/D5TC00111K"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1038\/nmat5063"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202205115"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1016\/j.matt.2019.10.025"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.201806845"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202405718"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1002\/poc.4314"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1002\/anie.202506795"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1002\/anie.202313016"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1038\/s41560-024-01557-z"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.1016\/j.solmat.2018.12.033"},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1021\/jacs.6b03495"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1007\/s10876-022-02294-7"},{"key":"ref23\/cit23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmgm.2010.01.011"},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.3390\/polym12010163"},{"key":"ref25\/cit25","doi-asserted-by":"publisher","DOI":"10.1039\/D4TA01942C"},{"key":"ref26\/cit26","doi-asserted-by":"publisher","DOI":"10.1038\/s41524-025-01608-3"},{"key":"ref27\/cit27","doi-asserted-by":"publisher","DOI":"10.1002\/solr.202500167"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.1039\/C9TA04097H"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-matsci-080423-011746"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1002\/anie.202413913"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1039\/D0EE02838J"},{"key":"ref32\/cit32","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2020.12.013"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1039\/D1EE00559F"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1039\/D1SC02574K"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.1002\/solr.202300307"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpcc.0c00517"},{"key":"ref37\/cit37","doi-asserted-by":"publisher","DOI":"10.1038\/s41524-020-00388-2"},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202011168"},{"key":"ref39\/cit39","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.201801032"},{"key":"ref40\/cit40","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aay4275"},{"key":"ref41\/cit41","doi-asserted-by":"publisher","DOI":"10.1016\/j.nanoen.2020.105342"},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1016\/j.mtener.2022.100969"},{"key":"ref43\/cit43","doi-asserted-by":"publisher","DOI":"10.1021\/acsaem.4c02937"},{"key":"ref44\/cit44","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.9b02772"},{"key":"ref45\/cit45","doi-asserted-by":"publisher","DOI":"10.1039\/D5TC02014J"},{"key":"ref46\/cit46","doi-asserted-by":"publisher","DOI":"10.1002\/ente.202200019"},{"key":"ref47\/cit47","doi-asserted-by":"publisher","DOI":"10.1002\/qua.26991"},{"key":"ref48\/cit48","doi-asserted-by":"publisher","DOI":"10.1002\/solr.202400846"},{"key":"ref49\/cit49","doi-asserted-by":"publisher","DOI":"10.1039\/D5TC00931F"},{"key":"ref50\/cit50","doi-asserted-by":"publisher","DOI":"10.1016\/j.physleta.2025.130763"},{"key":"ref51\/cit51","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.8b00635"},{"key":"ref52\/cit52","doi-asserted-by":"publisher","DOI":"10.1038\/s41524-023-01155-9"},{"key":"ref53\/cit53","doi-asserted-by":"publisher","DOI":"10.1021\/acs.accounts.0c00699"},{"key":"ref54\/cit54","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b00732"},{"key":"ref55\/cit55","doi-asserted-by":"publisher","DOI":"10.3390\/ijms22169099"},{"key":"ref56\/cit56","doi-asserted-by":"publisher","DOI":"10.1016\/j.solener.2021.05.064"},{"key":"ref57\/cit57","doi-asserted-by":"publisher","DOI":"10.1039\/D4TA03944K"},{"key":"ref58\/cit58","doi-asserted-by":"publisher","DOI":"10.1186\/1758-2946-3-33"},{"key":"ref59\/cit59","doi-asserted-by":"publisher","DOI":"10.1002\/solr.202400370"},{"key":"ref60\/cit60","doi-asserted-by":"publisher","DOI":"10.1039\/D4TA04665J"},{"key":"ref61\/cit61","doi-asserted-by":"publisher","DOI":"10.1088\/1538-3873\/abe6e8"},{"key":"ref62\/cit62","doi-asserted-by":"publisher","DOI":"10.3102\/1076998619832248"},{"key":"ref63\/cit63","doi-asserted-by":"publisher","DOI":"10.1021\/jz200866s"},{"key":"ref64\/cit64","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2017.10.006"},{"key":"ref65\/cit65","doi-asserted-by":"publisher","DOI":"10.1002\/adts.202100511"},{"key":"ref66\/cit66","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.0c01157"},{"key":"ref67\/cit67","doi-asserted-by":"publisher","DOI":"10.1002\/ente.202101096"},{"key":"ref68\/cit68","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpcc.3c00267"},{"key":"ref69\/cit69","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.1c02554"},{"key":"ref70\/cit70","doi-asserted-by":"publisher","DOI":"10.1021\/acsomega.4c02157"},{"key":"ref71\/cit71","doi-asserted-by":"publisher","DOI":"10.1021\/acsmaterialslett.4c00332"},{"key":"ref72\/cit72","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.1c22135"},{"key":"ref73\/cit73","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202301573"},{"key":"ref74\/cit74","doi-asserted-by":"publisher","DOI":"10.1002\/solr.202201062"},{"key":"ref75\/cit75","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.9b08462"},{"key":"ref76\/cit76","doi-asserted-by":"publisher","DOI":"10.1039\/D3TA04603F"},{"key":"ref77\/cit77","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.1c02652"},{"key":"ref78\/cit78","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2019.09.010"},{"key":"ref79\/cit79","doi-asserted-by":"publisher","DOI":"10.1039\/C8TA08410F"},{"key":"ref80\/cit80","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.1c08060"},{"key":"ref81\/cit81","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2020.05.010"},{"key":"ref82\/cit82","doi-asserted-by":"publisher","DOI":"10.1016\/j.cclet.2023.108448"},{"key":"ref83\/cit83","doi-asserted-by":"publisher","DOI":"10.1016\/j.cej.2023.145390"},{"key":"ref84\/cit84","doi-asserted-by":"publisher","DOI":"10.1021\/acsami.3c05767"},{"key":"ref85\/cit85","doi-asserted-by":"publisher","DOI":"10.1039\/D3TC02039H"},{"key":"ref86\/cit86","doi-asserted-by":"publisher","DOI":"10.1039\/C3EE42756K"},{"key":"ref87\/cit87","doi-asserted-by":"publisher","DOI":"10.1039\/D5TA00483G"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c01634","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c01634","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,13]],"date-time":"2025-10-13T08:19:53Z","timestamp":1760343593000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.5c01634"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,16]]},"references-count":87,"journal-issue":{"issue":"19","published-print":{"date-parts":[[2025,10,13]]}},"alternative-id":["10.1021\/acs.jcim.5c01634"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.5c01634","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"value":"1549-9596","type":"print"},{"value":"1549-960X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,9,16]]}}}