{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,17]],"date-time":"2026-05-17T01:11:48Z","timestamp":1778980308225,"version":"3.51.4"},"reference-count":39,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"2","funder":[{"DOI":"10.13039\/100000185","name":"Defense Advanced Research Projects Agency","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000185","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006168","name":"National Nuclear Security Administration","doi-asserted-by":"publisher","award":["DE-NA-0003525"],"award-info":[{"award-number":["DE-NA-0003525"]}],"id":[{"id":"10.13039\/100006168","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM\/ASA J. Uncertainty Quantification"],"published-print":{"date-parts":[[2018,1]]},"DOI":"10.1137\/17m1141096","type":"journal-article","created":{"date-parts":[[2018,6,19]],"date-time":"2018-06-19T11:20:55Z","timestamp":1529407255000},"page":"907-936","source":"Crossref","is-referenced-by-count":30,"title":["Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions"],"prefix":"10.1137","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6544-2764","authenticated-orcid":true,"given":"Xun","family":"Huan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cosmin","family":"Safta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khachik","family":"Sargsyan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zachary P.","family":"Vane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guilhem","family":"Lacaze","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph C.","family":"Oefelein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Habib N.","family":"Najm","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2032894"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018977404843"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2010.12.021"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1561\/2200000016"},{"key":"atypb7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.862083"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.1137\/S003614450037906X"},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.1007\/BF02678430"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2006.871582"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.1002\/cpa.20132"},{"key":"atypb12","doi-asserted-by":"publisher","DOI":"10.1098\/rsta.2009.0152"},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2045630"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1214\/009053604000000067"},{"key":"atypb15","first-page":"1","author":"Eldred M. S.","year":"2015","journal-title":"Cham"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1051\/m2an\/2011045"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.1023\/A:1019129717644"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-003-0015-5"},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1007\/BF01386213"},{"key":"atypb24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2014.09.019"},{"key":"atypb27","doi-asserted-by":"publisher","DOI":"10.2514\/1.J056278"},{"key":"atypb28","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2015.02.025"},{"key":"atypb29","doi-asserted-by":"publisher","DOI":"10.1137\/16M1063885"},{"key":"atypb30","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.914345"},{"key":"atypb31","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1995.10476572"},{"key":"atypb32","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2007.910971"},{"key":"atypb35","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-fluid-120710-101115"},{"key":"atypb36","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2009.2038211"},{"key":"atypb37","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.fluid.010908.165248"},{"key":"atypb39","doi-asserted-by":"publisher","DOI":"10.1016\/j.paerosci.2006.02.001"},{"key":"atypb40","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2014.02.024"},{"key":"atypb41","doi-asserted-by":"publisher","DOI":"10.1016\/j.jat.2012.01.008"},{"key":"atypb42","doi-asserted-by":"publisher","DOI":"10.1615\/Int.J.UncertaintyQuantification.2013006821"},{"key":"atypb43","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"atypb45","doi-asserted-by":"publisher","DOI":"10.1137\/080714488"},{"key":"atypb46","doi-asserted-by":"publisher","DOI":"10.1006\/jmps.1999.1278"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1137\/090747695"},{"key":"atypb49","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2009.2016892"},{"key":"atypb50","first-page":"242","volume":"5","author":"Xiu D.","year":"2009","journal-title":"Commun. Comput. Phys."},{"key":"atypb51","doi-asserted-by":"publisher","DOI":"10.1137\/S1064827501387826"}],"container-title":["SIAM\/ASA Journal on Uncertainty Quantification"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/17M1141096","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,21]],"date-time":"2018-11-21T10:43:30Z","timestamp":1542797010000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/17M1141096"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.1137\/17M1141096"],"URL":"https:\/\/doi.org\/10.1137\/17m1141096","relation":{},"ISSN":["2166-2525"],"issn-type":[{"value":"2166-2525","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1]]}}}