{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T18:33:39Z","timestamp":1778006019329,"version":"3.51.4"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,1]],"date-time":"2024-11-01T00:00:00Z","timestamp":1730419200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001695","name":"JST","doi-asserted-by":"publisher","award":["JPMJFR216M"],"award-info":[{"award-number":["JPMJFR216M"]}],"id":[{"id":"10.13039\/501100001695","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000646","name":"JSPS","doi-asserted-by":"publisher","award":["23K24864"],"award-info":[{"award-number":["23K24864"]}],"id":[{"id":"10.13039\/501100000646","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Signal Process. Mag."],"published-print":{"date-parts":[[2024,11]]},"DOI":"10.1109\/msp.2024.3465896","type":"journal-article","created":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T19:47:33Z","timestamp":1735760853000},"page":"60-71","source":"Crossref","is-referenced-by-count":35,"title":["Physics-Informed Machine Learning for Sound Field Estimation: Fundamentals, state of the art, and challenges"],"prefix":"10.1109","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2283-0884","authenticated-orcid":false,"given":"Shoichi","family":"Koyama","sequence":"first","affiliation":[{"name":"National Institute of Informatics (NII), Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9864-5584","authenticated-orcid":false,"given":"Juliano G. C.","family":"Ribeiro","sequence":"additional","affiliation":[{"name":"Yamaha Corporation, Hamamatsu, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4385-7170","authenticated-orcid":false,"given":"Tomohiko","family":"Nakamura","sequence":"additional","affiliation":[{"name":"National Institute of Advanced Industrial Science and Technology, Tokyo, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5906-563X","authenticated-orcid":false,"given":"Natsuki","family":"Ueno","sequence":"additional","affiliation":[{"name":"Kumamoto University, Kumamoto, Japan"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1296-0992","authenticated-orcid":false,"given":"Mirco","family":"Pezzoli","sequence":"additional","affiliation":[{"name":"Department of Electronics, Information and Bioengineering, Politecnico di Milano, Milan, Italy"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Fourier Acoustics: Sound Radiation and Nearfield Acoustical Holography.","author":"Williams","year":"1999"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-45664-4"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16042-9_6"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2017.2730284"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tsp.2018.2830318"},{"key":"ref6","volume-title":"Deep Learning.","author":"Goodfellow","year":"2016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00314-5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10915-022-01939-z"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/msp.2022.3217658"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2312159120"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPAASC58517.2023.10317164"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1121\/10.0029022"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-024-00366-2"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1121\/10.0024750"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/s21237834"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IWAENC53105.2022.9914792"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1121\/10.0020665"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10095429"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17207-7"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-4942-3"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/tit.2006.871582"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-7011-4"},{"key":"ref24","article-title":"A new comprehensive approach of surround sound recording","volume-title":"Proc. 114th AES Conv.","author":"Laborie","year":"2003"},{"issue":"11","key":"ref25","first-page":"1004","article-title":"Three-dimensional surround sound systems based on spherical harmonics","volume":"53","author":"Poletti","year":"2005","journal-title":"J. Audio Eng. Soc."},{"key":"ref26","volume-title":"Machine Learning: A Probabilistic Perspective.","author":"Murphy","year":"2012"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/lsp.2017.2775242"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2021.3070228"},{"key":"ref29","volume-title":"Directional Statistics.","author":"Mardia","year":"2009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WASPAA52581.2021.9632672"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-27632-3"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1121\/10.0024726"},{"issue":"153","key":"ref33","first-page":"1","article-title":"Automatic differentiation in machine learning: A survey","volume":"18","author":"Baydin","year":"2018","journal-title":"J. Mach. Learn. Res."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1121\/10.0001687"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/s22072710"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1121\/10.0016896"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10446761"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2022.105516"},{"key":"ref39","first-page":"2177","article-title":"Implicit neural representation with physics-informed neural networks for the reconstruction of the early part of room impulse responses","volume-title":"Proc. Forum Acusticum","author":"Pezzoli","year":"2023"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1121\/10.0003497"},{"key":"ref41","first-page":"3165","article-title":"Learning neural acoustic fields","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Luo","year":"2022"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1186\/s13636-024-00333-x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2024.3467951"},{"key":"ref44","article-title":"Neural ordinary differential equations","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NeurIPS)","author":"Chen","year":"2018"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.036"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1121\/10.0006538"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2021.3061939"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2004.1326759"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2018.2795756"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2021.3107983"}],"container-title":["IEEE Signal Processing Magazine"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/79\/10819667\/10819673.pdf?arnumber=10819673","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,11]],"date-time":"2025-01-11T09:44:50Z","timestamp":1736588690000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10819673\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11]]},"references-count":50,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/msp.2024.3465896","relation":{},"ISSN":["1053-5888","1558-0792"],"issn-type":[{"value":"1053-5888","type":"print"},{"value":"1558-0792","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11]]}}}