{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T23:58:41Z","timestamp":1776470321508,"version":"3.51.2"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2021,3,15]],"date-time":"2021-03-15T00:00:00Z","timestamp":1615766400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,3,15]],"date-time":"2021-03-15T00:00:00Z","timestamp":1615766400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"crossref","award":["EP\/S00159X\/1"],"award-info":[{"award-number":["EP\/S00159X\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-1646339"],"award-info":[{"award-number":["DMS-1646339"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Stat Comput"],"published-print":{"date-parts":[[2021,5]]},"DOI":"10.1007\/s11222-021-10004-y","type":"journal-article","created":{"date-parts":[[2021,3,15]],"date-time":"2021-03-15T15:03:40Z","timestamp":1615820620000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Ensemble sampler for infinite-dimensional inverse problems"],"prefix":"10.1007","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7032-3425","authenticated-orcid":false,"given":"Jeremie","family":"Coullon","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert J.","family":"Webber","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,3,15]]},"reference":[{"key":"10004_CR1","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1016\/j.ascom.2013.06.003","volume":"2","author":"J Akeret","year":"2013","unstructured":"Akeret, J., Seehars, S., Amara, A., Refregier, A., Csillaghy, A.: Cosmohammer: cosmological parameter estimation with the MCMC hammer. Astron. Comput. 2, 27\u201339 (2013)","journal-title":"Astron. Comput."},{"key":"10004_CR2","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/j.jcp.2016.12.041","volume":"335","author":"A Beskos","year":"2017","unstructured":"Beskos, A., Girolami, M., Lan, S., Farrell, P.E., Stuart, A.M.: Geometric MCMC for infinite-dimensional inverse problems. J. Comput. Phys. 335, 327\u2013351 (2017)","journal-title":"J. Comput. Phys."},{"issue":"2","key":"10004_CR3","doi-asserted-by":"publisher","first-page":"762","DOI":"10.1137\/17M1120993","volume":"6","author":"A Beskos","year":"2018","unstructured":"Beskos, A., Jasra, A., Law, K., Marzouk, Y., Zhou, Y.: Multilevel sequential Monte Carlo with dimension-independent likelihood-informed proposals. SIAM\/ASA J. Uncertain. Quantif. 6(2), 762\u2013786 (2018)","journal-title":"SIAM\/ASA J. Uncertain. Quantif."},{"issue":"03","key":"10004_CR4","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1142\/S0219493708002378","volume":"8","author":"A Beskos","year":"2008","unstructured":"Beskos, A., Roberts, G., Stuart, A., Voss, J.: MCMC methods for diffusion bridges. Stoch. Dyn. 8(03), 319\u2013350 (2008)","journal-title":"Stoch. Dyn."},{"issue":"5","key":"10004_CR5","doi-asserted-by":"publisher","first-page":"S539","DOI":"10.1137\/15M1026432","volume":"38","author":"Y Chen","year":"2016","unstructured":"Chen, Y., Keyes, D., Law, K.J., Ltaief, H.: Accelerated dimension-independent adaptive Metropolis. SIAM J. Sci. Comput. 38(5), S539\u2013S565 (2016)","journal-title":"SIAM J. Sci. Comput."},{"key":"10004_CR6","doi-asserted-by":"crossref","unstructured":"Cotter, S.L., Roberts, G.O., Stuart, A.M., White, D.: MCMC methods for functions: modifying old algorithms to make them faster. Stat. Sci. **424\u2013446 (2013)","DOI":"10.1214\/13-STS421"},{"key":"10004_CR7","unstructured":"Coullon, J., Pokern, Y.: MCMC for a hyperbolic Bayesian inverse problem in traffic flow modelling (2020). arXiv:2001.02013"},{"key":"10004_CR8","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1016\/j.jcp.2015.10.008","volume":"304","author":"T Cui","year":"2016","unstructured":"Cui, T., Law, K.J., Marzouk, Y.M.: Dimension-independent likelihood-informed MCMC. J. Comput. Phys. 304, 109\u2013137 (2016)","journal-title":"J. Comput. Phys."},{"issue":"11","key":"10004_CR9","doi-asserted-by":"publisher","first-page":"114015","DOI":"10.1088\/0266-5611\/30\/11\/114015","volume":"30","author":"T Cui","year":"2014","unstructured":"Cui, T., Martin, J., Marzouk, Y.M., Solonen, A., Spantini, A.: Likelihood-informed dimension reduction for nonlinear inverse problems. Inverse Probl. 30(11), 114015 (2014)","journal-title":"Inverse Probl."},{"issue":"4","key":"10004_CR10","doi-asserted-by":"publisher","first-page":"1007","DOI":"10.3934\/ipi.2016030","volume":"10","author":"MM Dunlop","year":"2016","unstructured":"Dunlop, M.M., Stuart, A.M.: The Bayesian formulation of EIT: analysis and algorithms. Inverse Probl. Imaging 10(4), 1007\u20131036 (2016)","journal-title":"Inverse Probl. Imaging"},{"issue":"925","key":"10004_CR11","doi-asserted-by":"publisher","first-page":"306","DOI":"10.1086\/670067","volume":"125","author":"D Foreman-Mackey","year":"2013","unstructured":"Foreman-Mackey, D., Hogg, D.W., Lang, D., Goodman, J.: emcee: the MCMC hammer. Publ. Astron. Soc. Pac. 125(925), 306 (2013)","journal-title":"Publ. Astron. Soc. Pac."},{"issue":"1","key":"10004_CR12","doi-asserted-by":"publisher","first-page":"65","DOI":"10.2140\/camcos.2010.5.65","volume":"5","author":"J Goodman","year":"2010","unstructured":"Goodman, J., Weare, J.: Ensemble samplers with affine invariance. Commun. Appl. Math. Comput. Sci. 5(1), 65\u201380 (2010)","journal-title":"Commun. Appl. Math. Comput. Sci."},{"issue":"6","key":"10004_CR13","doi-asserted-by":"publisher","first-page":"2455","DOI":"10.1214\/13-AAP982","volume":"24","author":"M Hairer","year":"2014","unstructured":"Hairer, M., Stuart, A.M., Vollmer, S.J., et al.: Spectral gaps for a metropolis-hastings algorithm in infinite dimensions. Ann. Appl. Probab. 24(6), 2455\u20132490 (2014)","journal-title":"Ann. Appl. Probab."},{"key":"10004_CR14","doi-asserted-by":"crossref","unstructured":"Hu, Z., Yao, Z., Li, J.: On an adaptive preconditioned Crank\u2013Nicolson MCMC algorithm for infinite dimensional Bayesian inference. J. Comput. Phys. 332, 492\u2013503 (2017)","DOI":"10.1016\/j.jcp.2016.11.024"},{"key":"10004_CR15","doi-asserted-by":"publisher","unstructured":"Iglesias, M.A., Lin, K., Stuart, A.M.: Well-posed Bayesian geometric inverse problems arising in subsurface flow. Inverse Probl. 30(11), 114001 (2014). https:\/\/doi.org\/10.1088\/0266-5611\/30\/11\/114001","DOI":"10.1088\/0266-5611\/30\/11\/114001"},{"issue":"1","key":"10004_CR16","doi-asserted-by":"publisher","first-page":"464","DOI":"10.1137\/130930364","volume":"2","author":"N Kantas","year":"2014","unstructured":"Kantas, N., Beskos, A., Jasra, A.: Sequential Monte Carlo methods for high-dimensional inverse problems: a case study for the Navier\u2013Stokes equations. SIAM\/ASA J. Uncertain. Quantif. 2(1), 464\u2013489 (2014)","journal-title":"SIAM\/ASA J. Uncertain. Quantif."},{"key":"10004_CR17","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.cam.2013.07.026","volume":"262","author":"KJ Law","year":"2014","unstructured":"Law, K.J.: Proposals which speed up function-space MCMC. J. Comput. Appl. Math. 262, 127\u2013138 (2014)","journal-title":"J. Comput. Appl. Math."},{"issue":"6","key":"10004_CR18","doi-asserted-by":"publisher","first-page":"1087","DOI":"10.1063\/1.1699114","volume":"21","author":"N Metropolis","year":"1953","unstructured":"Metropolis, N., Rosenbluth, A.W., Rosenbluth, M.N., Teller, A.H., Teller, E.: Equation of state calculations by fast computing machines. J. Chem. Phys. 21(6), 1087\u20131092 (1953)","journal-title":"J. Chem. Phys."},{"issue":"2","key":"10004_CR19","doi-asserted-by":"publisher","first-page":"349","DOI":"10.1198\/jcgs.2009.06134","volume":"18","author":"GO Roberts","year":"2009","unstructured":"Roberts, G.O., Rosenthal, J.S.: Examples of adaptive MCMC. J. Comput. Graph. Stat. 18(2), 349\u2013367 (2009)","journal-title":"J. Comput. Graph. Stat."},{"issue":"2","key":"10004_CR20","doi-asserted-by":"publisher","first-page":"309","DOI":"10.1007\/s10208-016-9340-x","volume":"18","author":"D Rudolf","year":"2018","unstructured":"Rudolf, D., Sprungk, B.: On a generalization of the preconditioned Crank\u2013Nicolson Metropolis algorithm. Found. Comput. Math. 18(2), 309\u2013343 (2018)","journal-title":"Found. Comput. Math."},{"key":"10004_CR21","doi-asserted-by":"crossref","unstructured":"Sokal, A.: Monte Carlo methods in statistical mechanics: Foundations and new algorithms. In: Functional Integration, pp. 131\u2013192. Springer (1997)","DOI":"10.1007\/978-1-4899-0319-8_6"},{"key":"10004_CR22","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1017\/S0962492910000061","volume":"19","author":"AM Stuart","year":"2010","unstructured":"Stuart, A.M.: Inverse problems: a Bayesian perspective. Acta Numer. 19, 451 (2010)","journal-title":"Acta Numer."},{"issue":"1","key":"10004_CR23","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1137\/16M1082950","volume":"5","author":"Q Zhou","year":"2017","unstructured":"Zhou, Q., Hu, Z., Yao, Z., Li, J.: A hybrid adaptive MCMC algorithm in function spaces. SIAM\/ASA J. Uncertain. Quantifi. 5(1), 621\u2013639 (2017)","journal-title":"SIAM\/ASA J. Uncertain. Quantifi."}],"container-title":["Statistics and Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-021-10004-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11222-021-10004-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11222-021-10004-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,12]],"date-time":"2021-05-12T05:10:47Z","timestamp":1620796247000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11222-021-10004-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,15]]},"references-count":23,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2021,5]]}},"alternative-id":["10004"],"URL":"https:\/\/doi.org\/10.1007\/s11222-021-10004-y","relation":{},"ISSN":["0960-3174","1573-1375"],"issn-type":[{"value":"0960-3174","type":"print"},{"value":"1573-1375","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,15]]},"assertion":[{"value":"27 October 2020","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 February 2021","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"15 March 2021","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"28"}}