{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T13:41:19Z","timestamp":1777470079470,"version":"3.51.4"},"reference-count":36,"publisher":"Society for Industrial & Applied Mathematics (SIAM)","issue":"5","funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["DMS-2108628"],"award-info":[{"award-number":["DMS-2108628"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SIAM J. Appl. Math."],"published-print":{"date-parts":[[2025,10,31]]},"DOI":"10.1137\/24m1691557","type":"journal-article","created":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T09:00:22Z","timestamp":1760518822000},"page":"2355-2375","source":"Crossref","is-referenced-by-count":1,"title":["Modeling, Inference, and Prediction in Mobility-Based Compartmental Models for Epidemiology"],"prefix":"10.1137","volume":"85","author":[{"given":"Ning","family":"Jiang","sequence":"first","affiliation":[{"name":"Department of Mathematics and Statistics, University of Massachusetts Amherst, Amherst, MA 01003 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1476-2925","authenticated-orcid":true,"given":"Weiqi","family":"Chu","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics, University of Massachusetts Amherst, Amherst, MA 01003 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4241-7723","authenticated-orcid":true,"given":"Yao","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Mathematics and Statistics, University of Massachusetts Amherst, Amherst, MA 01003 USA."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"351","published-online":{"date-parts":[[2025,10,15]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1093\/imammb\/1.3.233"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198545996.001.0001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/1742-4682-11-3"},{"key":"ref4","volume":"48","author":"Arino J.","year":"2006","journal-title":"Fields Inst. Commun."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00285-017-1191-9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S2213-2600(21)00559-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2006.0161"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.252631999"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.15585\/mmwr.mm7117e3"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/17513758.2018.1484186"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.bsheal.2020.03.004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2009.0386"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/BF00178324"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jet.2021.105293"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1038\/nature04017"},{"key":"ref16","unstructured":"N. M. Ferguson, D. Laydon, G. Nedjati-Gilani, N. Imai, K. Ainslie, M. Baguelin, S. Bhatia, A. Boonyasiri, Z. Cucunub\u00e1, G. Cuomo-Dannenburg, et\u00a0al., Report 9: Impact of Non-pharmaceutical Interventions (NPIs) to Reduce COVID19 Mortality and Healthcare Demand, Vol. 16, Imperial College,\u00a0London, 2020."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2010.0142"},{"key":"ref18","volume-title":"Deep Learning","author":"Goodfellow I.","year":"2016"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMp2016822"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-1132-9"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11538-024-01275-3"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.jtbi.2021.110621"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/B978-012323448-3\/50019-2"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.2307\/j.ctvcm4gk0"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/jtm\/taac037"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/nature04153"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/oso\/9780198805090.001.0001"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0017908"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jde.2018.06.036"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1208772109"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1137\/080732870"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jde.2011.01.007"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.epidem.2017.08.002"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/iid3.733"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1186\/2047-2501-2-8"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijid.2020.02.033"}],"container-title":["SIAM Journal on Applied Mathematics"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,10,15]],"date-time":"2025-10-15T09:00:27Z","timestamp":1760518827000},"score":1,"resource":{"primary":{"URL":"https:\/\/epubs.siam.org\/doi\/10.1137\/24M1691557"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,15]]},"references-count":36,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2025,10,31]]}},"alternative-id":["10.1137\/24M1691557"],"URL":"https:\/\/doi.org\/10.1137\/24m1691557","relation":{},"ISSN":["0036-1399","1095-712X"],"issn-type":[{"value":"0036-1399","type":"print"},{"value":"1095-712X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,15]]}}}