{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T23:20:50Z","timestamp":1776122450774,"version":"3.50.1"},"reference-count":34,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM\/ASA J. Uncertainty Quantification"],"published-print":{"date-parts":[[2018,1]]},"DOI":"10.1137\/17m1129179","type":"journal-article","created":{"date-parts":[[2018,7,3]],"date-time":"2018-07-03T14:55:40Z","timestamp":1530629740000},"page":"991-1018","source":"Crossref","is-referenced-by-count":18,"title":["Warped Gaussian Processes and Derivative-Based Sequential Designs for Functions with Heterogeneous Variations"],"prefix":"10.1137","volume":"6","author":[{"given":"S\u00e9bastien","family":"Marmin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Ginsbourger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jean","family":"Baccou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jacques","family":"Liandrat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","reference":[{"key":"atypb1","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000893"},{"key":"atypb2","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-011-9241-4"},{"key":"atypb3","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/64.3.509"},{"key":"atypb4","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2013.860918"},{"key":"atypb5","first-page":"119","author":"Chevalier C.","year":"2014","journal-title":"New York"},{"key":"atypb6","doi-asserted-by":"publisher","DOI":"10.1080\/10485251003768019"},{"key":"atypb9","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2009.11.025"},{"key":"atypb10","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v065.i11"},{"key":"atypb11","doi-asserted-by":"publisher","DOI":"10.5802\/afst.1342"},{"key":"atypb13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jspi.2015.10.002"},{"key":"atypb14","first-page":"315","author":"Ginsbourger D.","year":"2016","journal-title":"New York"},{"key":"atypb16","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v019.i09"},{"key":"atypb17","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000689"},{"key":"atypb18","doi-asserted-by":"publisher","DOI":"10.1198\/TECH.2009.0015"},{"key":"atypb19","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.2012.650527"},{"key":"atypb20","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v033.i06"},{"key":"atypb21","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008306431147"},{"key":"atypb22","first-page":"133","volume":"168","author":"D. J.","year":"1998","journal-title":"NATO ASI Ser. F Comput. Systems Sci."},{"key":"atypb23","doi-asserted-by":"publisher","DOI":"10.1007\/BF01099263"},{"key":"atypb25","first-page":"273","volume":"16","author":"Paciorek C.","year":"2004","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"atypb26","doi-asserted-by":"publisher","DOI":"10.1137\/15M1032740"},{"key":"atypb27","doi-asserted-by":"publisher","DOI":"10.1016\/S0098-3004(00)00016-9"},{"key":"atypb28","doi-asserted-by":"publisher","DOI":"10.3166\/ejcm.19.389-417"},{"key":"atypb29","first-page":"132","author":"Picheny V.","year":"2010","journal-title":"J. Mech. Design"},{"key":"atypb30","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-011-9242-3"},{"key":"atypb31","first-page":"1939","volume":"6","author":"Quin\u0342onero-Candela J.","year":"2005","journal-title":"J. Mach. Learn. Res."},{"key":"atypb32","doi-asserted-by":"publisher","DOI":"10.1198\/004017008000000541"},{"key":"atypb36","doi-asserted-by":"publisher","DOI":"10.18637\/jss.v051.i01"},{"key":"atypb38","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1992.10475181"},{"key":"atypb41","first-page":"1674","author":"Snoek J.","year":"2014","journal-title":"Proceedings of ICML"},{"key":"atypb42","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2182033"},{"key":"atypb45","first-page":"1133","volume":"10","author":"Williams B. J.","year":"2000","journal-title":"Statist. Sinica"},{"key":"atypb46","doi-asserted-by":"publisher","DOI":"10.1198\/016214508000000805"},{"key":"atypb47","doi-asserted-by":"publisher","DOI":"10.1002\/nme.1969"}],"container-title":["SIAM\/ASA Journal on Uncertainty Quantification"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/epubs.siam.org\/doi\/pdf\/10.1137\/17M1129179","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,11,21]],"date-time":"2018-11-21T17:35:29Z","timestamp":1542821729000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/17M1129179"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,1]]},"references-count":34,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2018,1]]}},"alternative-id":["10.1137\/17M1129179"],"URL":"https:\/\/doi.org\/10.1137\/17m1129179","relation":{},"ISSN":["2166-2525"],"issn-type":[{"value":"2166-2525","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,1]]}}}