{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T11:09:06Z","timestamp":1773054546894,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100016818","name":"UT-Battelle","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100016818","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020884","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"3408-3416","source":"Crossref","is-referenced-by-count":3,"title":["Adaptive Generation of Training Data for ML Reduced Model Creation"],"prefix":"10.1109","author":[{"given":"Mark","family":"Cianciosa","sequence":"first","affiliation":[{"name":"Oak Ridge National Laboratory,Fusion Energy Division,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Richard","family":"Archibald","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory,Computer Science and Mathematics Div,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wael","family":"Elwasif","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory,Computer Science and Mathematics Div,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ana","family":"Gainaru","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory,Computer Science and Mathematics Div,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin Myung","family":"Park","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory,Fusion Energy Division,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ross","family":"Whitfield","sequence":"additional","affiliation":[{"name":"Oak Ridge National Laboratory,Computer Science and Mathematics Div,Oak Ridge,TN,United States"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1039\/C6CP05711J"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/ac1a0d"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1741-4326\/aa7776"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2101784118"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jpclett.8b00170"},{"key":"ref6","article-title":"Active learning literature survey","author":"Settles","year":"2009","journal-title":"University of Wisconsin\u2013 Madison, Computer Sciences Technical Report 1648"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/130385.130417"},{"key":"ref9","article-title":"Multiple-instance active learning","volume-title":"Advances in Neural Information Processing Systems","volume":"20","author":"Settles","year":"2007"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1613\/jair.295"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3115\/1613715.1613855"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/219587.219592"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1080\/15361055.2017.1392819"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2022.111902"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(00)00098-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1214\/088342304000000099"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-42553-1_3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/s0898-1221(97)90029-8"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0022-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICTAI.2016.0037"},{"key":"ref21","article-title":"Uncertainty quantification in deep learning through stochastic maximum principle","volume-title":"CoRR","author":"Archibald","year":"2020"},{"key":"ref22","article-title":"Sde-net: Equipping deep neural networks with uncertainty estimates","author":"Kong","year":"2020"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00036"},{"key":"ref24","article-title":"Neural stochastic differential equations: Deep latent gaussian models in the diffusion limit","volume-title":"CoRR","author":"Tzen","year":"2019"},{"key":"ref25","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198568315.001.0001","volume-title":"Data Analysis: A Bayesian Tutorial","author":"Sivia","year":"2006"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/0029-5515\/46\/2\/017"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/PDP.2010.63"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA47632.2019.9035247"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1063\/1.5013021"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CANOPIEHPC51917.2020.00009"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","location":"Osaka, Japan","start":{"date-parts":[[2022,12,17]]},"end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020884.pdf?arnumber=10020884","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T08:01:30Z","timestamp":1707811290000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020884\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020884","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}