{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,27]],"date-time":"2026-06-27T06:56:38Z","timestamp":1782543398656,"version":"3.54.5"},"reference-count":59,"publisher":"American Chemical Society (ACS)","issue":"4","license":[{"start":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T00:00:00Z","timestamp":1617321600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T00:00:00Z","timestamp":1617321600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T00:00:00Z","timestamp":1617321600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-045"}],"funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","award":["HR001118C0036"],"award-info":[{"award-number":["HR001118C0036"]}],"id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006151","name":"Basic Energy Sciences","doi-asserted-by":"publisher","award":["DE-AC02-05CH11231"],"award-info":[{"award-number":["DE-AC02-05CH11231"]}],"id":[{"id":"10.13039\/100006151","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100001082","name":"Camille and Henry Dreyfus Foundation","doi-asserted-by":"publisher","award":["TH-14-010"],"award-info":[{"award-number":["TH-14-010"]}],"id":[{"id":"10.13039\/100001082","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Mr. Edward Stroz"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2021,4,26]]},"DOI":"10.1021\/acs.jcim.0c01307","type":"journal-article","created":{"date-parts":[[2021,4,2]],"date-time":"2021-04-02T12:51:21Z","timestamp":1617367881000},"page":"1593-1602","source":"Crossref","is-referenced-by-count":20,"title":["Improving Data and Prediction Quality of High-Throughput Perovskite Synthesis with Model Fusion"],"prefix":"10.1021","volume":"61","author":[{"given":"Yuanqing","family":"Tang","sequence":"first","affiliation":[{"name":"Laboratory of Informatics and Data Mining (LIDM), Department of Computer and Information Science, Fordham University, 113 West 60th Street, New York, New York 10023, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhi","family":"Li","sequence":"additional","affiliation":[{"name":"Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8258-0613","authenticated-orcid":true,"given":"Mansoor Ani Najeeb","family":"Nellikkal","sequence":"additional","affiliation":[{"name":"Department of Chemistry, Haverford College, 370 Lancaster Avenue, Haverford, Pennsylvania 19041, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hamed","family":"Eramian","sequence":"additional","affiliation":[{"name":"Netrias LLC, 3100 Clarendon Boulevard, Suite 200, Arlington, Virginia 22201, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5655-0146","authenticated-orcid":true,"given":"Emory M.","family":"Chan","sequence":"additional","affiliation":[{"name":"Molecular Foundry, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, California 94720, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alexander J.","family":"Norquist","sequence":"additional","affiliation":[{"name":"Department of Chemistry, Haverford College, 370 Lancaster Avenue, Haverford, Pennsylvania 19041, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"D. Frank","family":"Hsu","sequence":"additional","affiliation":[{"name":"Laboratory of Informatics and Data Mining (LIDM), Department of Computer and Information Science, Fordham University, 113 West 60th Street, New York, New York 10023, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2071-1657","authenticated-orcid":true,"given":"Joshua","family":"Schrier","sequence":"additional","affiliation":[{"name":"Department of Chemistry, Fordham University, 441 East Fordham Road, The Bronx, New York 10458, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"316","published-online":{"date-parts":[[2021,4,2]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1002\/chem.202000656"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1002\/anie.201909987"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1039\/C9SC03766G"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/ab9a20"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1038\/nature17439"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1540-5"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.5b00715"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.8b00539"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemrev.9b00107"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2019.05.014"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aaz8867"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.201701543"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2020.06.013"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpca.8b10680"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.8b01122"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1016\/j.matt.2020.02.012"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemmater.0c01153"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1002\/advs.201700471"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1557\/mrc.2019.72"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpcc.0c01726"},{"key":"ref21\/cit21","series-title":"Industrial engineering & technology","volume-title":"Guide to Quality Control","author":"Ishikawa K.","year":"1976"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1016\/j.respol.2017.10.007"},{"key":"ref23\/cit23","doi-asserted-by":"publisher","DOI":"10.1016\/j.commatsci.2019.109498"},{"key":"ref24\/cit24","unstructured":"Plutarch of Chaeronea, \u201cSymposiacs, Question III\u201d. InPlutarch\u2019s Morals; Goodwin, W. W., Translator; Little, Brown and Company: Boston, 1878; Vol. 3, pp 242\u2013246. https:\/\/books.google.com\/books?id=zegIAAAAQAAJ&pg=PA242 (accessed 2021-01-09)."},{"key":"ref25\/cit25","unstructured":"Johnson, N. L.; Longmire, V. A. The Science of Social Diversity.Los Alamos Natl. Lab Theor. Div. T-3 Fluid Dyn.; LA-UR-99-336; 1999 ."},{"key":"ref26\/cit26","doi-asserted-by":"crossref","DOI":"10.1002\/9781118914564","volume-title":"Combining Pattern Classifiers: Methods and Algorithms","author":"Kuncheva L. I.","year":"2014","edition":"2"},{"key":"ref27\/cit27","series-title":"Adaptive computation and machine learning series","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/8291.001.0001","volume-title":"Boosting: Foundations and Algorithms","author":"Schapire R. E.","year":"2012"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0793-4"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202005112"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref32\/cit32","series-title":"Information science and statistics","volume-title":"Pattern Recognition and Machine Learning","author":"Bishop C. M.","year":"2006"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-45014-9"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28866-1"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1510507113"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.4018\/978-1-59140-863-5.ch003"},{"key":"ref37\/cit37","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15314-3_5"},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.1142\/S0219265919400012"},{"key":"ref39\/cit39","unstructured":"Hsu, D. F.; Shapiro, J.; Taksa, I.Methods of Data Fusion in Information Retrieval: Rank vs. Score Combination; DIMACS TR 2002-58; 2002; p 47."},{"key":"ref40\/cit40","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-005-6994-4"},{"key":"ref41\/cit41","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2008.08.009"},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2164-13-S8-S12"},{"key":"ref43\/cit43","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-015-0008-0"},{"key":"ref44\/cit44","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2017.2709750"},{"key":"ref45\/cit45","doi-asserted-by":"publisher","DOI":"10.1021\/ci050034w"},{"key":"ref46\/cit46","doi-asserted-by":"publisher","DOI":"10.1109\/DataCom.2019.00027"},{"key":"ref47\/cit47","series-title":"Lecture notes-monograph series","doi-asserted-by":"crossref","DOI":"10.1214\/lnms\/1215467407","volume-title":"Group Representations in Probability and Statistics","volume":"11","author":"Diaconis P.","year":"1988"},{"key":"ref48\/cit48","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-2738-0"},{"key":"ref49\/cit49","doi-asserted-by":"publisher","DOI":"10.1201\/b16552"},{"key":"ref50\/cit50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04898-2_420"},{"key":"ref51\/cit51","doi-asserted-by":"publisher","DOI":"10.1109\/I-SPAN.2008.46"},{"key":"ref52\/cit52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2004.48"},{"key":"ref53\/cit53","doi-asserted-by":"publisher","DOI":"10.18126\/LYK3-QACE"},{"key":"ref54\/cit54","unstructured":"Li, Z.; Najeeb, M. A.; Alves, L.; Sherman, A.; Shekar, V.; Parrilla, P. C.; Pendleton, I. M.; Nega, P. W.; Zeller, M.; Schrier, J.; Norquist, A. J.; Chan, E. M. Interactive Data Visualization and Analysis Interface. https:\/\/github.com\/darkreactions\/rapid (accessed 2021-03-31)."},{"key":"ref55\/cit55","first-page":"2825","volume":"12","author":"Pedregosa F.","year":"2011","journal-title":"J. Mach. Learn. Res."},{"key":"ref56\/cit56","doi-asserted-by":"publisher","DOI":"10.1002\/biot.201500422"},{"key":"ref57\/cit57","doi-asserted-by":"publisher","DOI":"10.1016\/0022-1759(79)90135-2"},{"key":"ref58\/cit58","doi-asserted-by":"publisher","DOI":"10.1021\/ci0496144"},{"key":"ref59\/cit59","doi-asserted-by":"publisher","DOI":"10.1021\/ci010025x"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.0c01307","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,1]],"date-time":"2023-11-01T11:55:00Z","timestamp":1698839700000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.0c01307"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,2]]},"references-count":59,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2021,4,26]]}},"alternative-id":["10.1021\/acs.jcim.0c01307"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.0c01307","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"value":"1549-9596","type":"print"},{"value":"1549-960X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,4,2]]}}}