{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T08:47:07Z","timestamp":1777452427389,"version":"3.51.4"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,8,1]],"date-time":"2024-08-01T00:00:00Z","timestamp":1722470400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62002010"],"award-info":[{"award-number":["62002010"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102208"],"award-info":[{"award-number":["62102208"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004826","name":"Beijing Natural Science Foundation","doi-asserted-by":"publisher","award":["4214066"],"award-info":[{"award-number":["4214066"]}],"id":[{"id":"10.13039\/501100004826","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Beijing Advanced Innovation Center for Biomedical Engineering","award":["ZF138G1714"],"award-info":[{"award-number":["ZF138G1714"]}]},{"name":"CAMS Innovation Fund for Medical Sciences","award":["2019-I2M-5-016"],"award-info":[{"award-number":["2019-I2M-5-016"]}]},{"name":"Beijing Science and Technology Project","award":["Z221100007722001"],"award-info":[{"award-number":["Z221100007722001"]}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1715985"],"award-info":[{"award-number":["IIS-1715985"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["IIS-1812606"],"award-info":[{"award-number":["IIS-1812606"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2024,8]]},"DOI":"10.1109\/tvcg.2023.3272156","type":"journal-article","created":{"date-parts":[[2023,5,1]],"date-time":"2023-05-01T18:34:13Z","timestamp":1682966053000},"page":"4694-4708","source":"Crossref","is-referenced-by-count":6,"title":["MPMNet: A Data-Driven MPM Framework for Dynamic Fluid-Solid Interaction"],"prefix":"10.1109","volume":"30","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-3097-8193","authenticated-orcid":false,"given":"Jin","family":"Li","sequence":"first","affiliation":[{"name":"State Key Laboratory of Virtual Reality Technology and Systems, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9149-3554","authenticated-orcid":false,"given":"Yang","family":"Gao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Virtual Reality Technology and Systems, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9397-8539","authenticated-orcid":false,"given":"Ju","family":"Dai","sequence":"additional","affiliation":[{"name":"Peng Cheng Laboratory, Shenzhen, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4182-1588","authenticated-orcid":false,"given":"Shuai","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Virtual Reality Technology and Systems, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5774-6706","authenticated-orcid":false,"given":"Aimin","family":"Hao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Virtual Reality Technology and Systems, Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7699-1355","authenticated-orcid":false,"given":"Hong","family":"Qin","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Stony Brook University (SUNY at Stony Brook), Stony Brook, NY, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14508"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/2010324.1964977"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/1073204.1073298"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-018-1569-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3095140.3095151"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2766996"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3107597"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2897826.2927348"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2786784.2786798"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14096"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392438"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3322968"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3340259"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392428"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3306346.3322949"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611971538"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.56021\/9781421407944"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/383259.383260"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.21236\/ADA479067"},{"key":"ref20","article-title":"Real-time fluid dynamics for games","volume-title":"Proc. Game Developer Conf.","volume":"18","author":"Stam"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2816795.2818129"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1002\/cav.1695"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13522"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14010"},{"key":"ref25","first-page":"5258","article-title":"Accelerating eulerian fluid simulation with convolutional networks","volume-title":"Proc. Int. Conf. Mach. Learn.","volume":"7","author":"Tompson"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2873375"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.compfluid.2022.105707"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3451261"},{"key":"ref29","first-page":"1","article-title":"Lagrangian fluid simulation with continuous convolutions","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Ummenhofer"},{"key":"ref30","first-page":"1","article-title":"Guaranteed conservation of momentum for learning particle-based fluid dynamics","volume-title":"Proc. Conf. Neural Inf. Process. Syst.","author":"Prantl"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13620"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14097"},{"key":"ref33","first-page":"1","article-title":"Learning particle dynamics for manipulating rigid bodies, deformable objects, and fluids","volume-title":"Proc. 7th Int. Conf. Learn. Representations","author":"Li"},{"key":"ref34","first-page":"8459","article-title":"Learning to simulate complex physics with graph networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Sanchez-Gonzalez"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201304"},{"key":"ref36","article-title":"Bi-stride multi-scale graph neural network for mesh-based physical simulation","author":"Cao","year":"2022"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/0045-7825(94)90112-0"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/0010-4655(94)00170-7"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/2461912.2461948"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201293"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3450626.3459820"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.cma.2021.114350"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201346"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201392"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/cav.1901"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2022.07.016"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13619"},{"key":"ref48","first-page":"6111","article-title":"Solver-in-the-loop: Learning from differentiable physics to interact with iterative PDE-solvers","volume":"33","author":"Um","year":"2020","journal-title":"Adv. Neural Inf. Process. Syst."},{"issue":"4","key":"ref49","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3072959.3092818","article-title":"Data-driven synthesis of smoke flows with CNN-based feature descriptors","volume":"36","author":"Chu","year":"2017","journal-title":"ACM Trans. Graph."},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13649"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.2991217"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2010.11.021"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3284980"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/2980179.2980229"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925877"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i7.16764"},{"key":"ref57","first-page":"5927","article-title":"Visual grounding of learned physical models","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Li"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511755446"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1134\/S1995080219050056"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.2514\/3.10007"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1993.298623"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/9780470544037.ch14"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177703732"},{"key":"ref64","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/2945\/10579898\/10113697-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/10579898\/10113697.pdf?arnumber=10113697","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T19:06:26Z","timestamp":1725995186000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10113697\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8]]},"references-count":64,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2023.3272156","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8]]}}}