{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,21]],"date-time":"2026-02-21T18:24:47Z","timestamp":1771698287641,"version":"3.50.1"},"reference-count":30,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"4","funder":[{"DOI":"10.13039\/501100003032","name":"Association Nationale de la Recherche et de la Technologie","doi-asserted-by":"publisher","award":["CIFRE 2014\/1349"],"award-info":[{"award-number":["CIFRE 2014\/1349"]}],"id":[{"id":"10.13039\/501100003032","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM\/ASA J. Uncertainty Quantification"],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1137\/18m1167930","type":"journal-article","created":{"date-parts":[[2019,12,12]],"date-time":"2019-12-12T16:18:45Z","timestamp":1576167525000},"page":"1369-1397","source":"Crossref","is-referenced-by-count":7,"title":["Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design"],"prefix":"10.1137","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0659-2302","authenticated-orcid":true,"given":"Malek Ben","family":"Salem","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5336-5714","authenticated-orcid":true,"given":"Fran\u00e7ois","family":"Bachoc","sequence":"additional","affiliation":[]},{"given":"Olivier","family":"Roustant","sequence":"additional","affiliation":[]},{"given":"Fabrice","family":"Gamboa","sequence":"additional","affiliation":[]},{"given":"Lionel","family":"Tomaso","sequence":"additional","affiliation":[]}],"member":"351","published-online":{"date-parts":[[2019,12,12]]},"reference":[{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2013.03.016"},{"key":"atypb3","first-page":"7","author":"Bachoc F.","year":"2013","journal-title":"Paris"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2013.11.015"},{"key":"atypb5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2017.06.003"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-011-9241-4"},{"key":"atypb8","doi-asserted-by":"publisher","DOI":"10.2514\/1.34321"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.1137\/050639983"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.1137\/130916138"},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2013.01.016"},{"key":"atypb14","doi-asserted-by":"publisher","DOI":"10.1007\/BF01033232"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.1080\/03610926.2014.901369"},{"key":"atypb18","first-page":"507","volume":"5","author":"Hutter F.","year":"2011","journal-title":"LION"},{"key":"atypb19","first-page":"101","author":"Iooss B.","year":"2015","journal-title":"New York"},{"key":"atypb20","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012771025575"},{"key":"atypb21","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"atypb22","doi-asserted-by":"publisher","DOI":"10.1198\/004017006000000228"},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1137\/16M1090648"},{"key":"atypb25","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1993.10485320"},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.1115\/1.4001873"},{"key":"atypb28","first-page":"50","author":"Ranjan P.","year":"2008","journal-title":"Technometrics"},{"key":"atypb30","doi-asserted-by":"publisher","DOI":"10.1016\/j.matcom.2014.05.005"},{"key":"atypb31","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v051.i01"},{"key":"atypb34","doi-asserted-by":"publisher","DOI":"10.1007\/BF02739235"},{"key":"atypb35","first-page":"40","author":"Sobol I. M.","year":"1995","journal-title":"SAMO"},{"key":"atypb36","doi-asserted-by":"publisher","DOI":"10.1137\/18M1167978"},{"key":"atypb37","doi-asserted-by":"publisher","DOI":"10.1016\/j.matcom.2009.01.023"},{"key":"atypb39","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008284229931"},{"key":"atypb41","doi-asserted-by":"publisher","DOI":"10.1613\/jair.4806"},{"key":"atypb42","doi-asserted-by":"publisher","DOI":"10.2307\/1269548"},{"key":"atypb44","doi-asserted-by":"publisher","DOI":"10.1137\/15M105358X"}],"container-title":["SIAM\/ASA Journal on Uncertainty Quantification"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/18M1167930","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,2,20]],"date-time":"2020-02-20T13:16:04Z","timestamp":1582204564000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/18M1167930"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,1]]},"references-count":30,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["10.1137\/18M1167930"],"URL":"https:\/\/doi.org\/10.1137\/18m1167930","relation":{},"ISSN":["2166-2525"],"issn-type":[{"value":"2166-2525","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,1]]}}}