{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T21:11:10Z","timestamp":1780434670083,"version":"3.54.1"},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,4]],"date-time":"2022-12-04T00:00:00Z","timestamp":1670112000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,4]]},"DOI":"10.1109\/ssci51031.2022.10022020","type":"proceedings-article","created":{"date-parts":[[2023,1,30]],"date-time":"2023-01-30T15:05:39Z","timestamp":1675091139000},"page":"1172-1179","source":"Crossref","is-referenced-by-count":5,"title":["Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders"],"prefix":"10.1109","author":[{"given":"Mayank","family":"Deshpande","sequence":"first","affiliation":[{"name":"Mahindra University,Department of Computer Science,Hyderabad,India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Siddharth","family":"Agarwal","sequence":"additional","affiliation":[{"name":"Mahindra University,Department of Computer Science,Hyderabad,India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arya Kumar","family":"Bhattacharya","sequence":"additional","affiliation":[{"name":"Mahindra University,Department of Computer Science,Hyderabad,India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511702242.003"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.5479\/sil.423156.39088007130693"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2514\/6.1987-34"},{"key":"ref6","author":"Hirsh","year":"2007","journal-title":"Numerical Computation of Internal and External Flows: The Fundamentals of Computational Fluid Dynamics"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4471-5640-6","author":"Dede","year":"2014","journal-title":"Multiphysics simulation."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/BF02551274"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(89)90020-8"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-77977-1_36"},{"key":"ref12","article-title":"Neural tangent kernel: Convergence and generalization in neural networks","author":"Jacot","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref13","volume-title":"Fourier features let networks learn high frequency functions in low dimensional domains","author":"Tancik","year":"2020"},{"key":"ref14","first-page":"5301","article-title":"On the spectral bias of neural networks","volume-title":"International Conference on Machine Learning","author":"Rahaman","year":"2019"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1137\/19M1274067"},{"key":"ref16","first-page":"8141","article-title":"On exact computation with an infinitely wide neural net","author":"Arora","year":"2019","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/abc62b"},{"key":"ref19","article-title":"Numerical Methods for Partial Differential Equations","volume-title":"Finite Difference and Finite Volume Methods, Chap. 4","author":"Mazumder","year":"2016"},{"issue":"06","key":"ref20","volume":"21","year":"2021","journal-title":"A Neural Network Based Partial Differential Equation Solver"}],"event":{"name":"2022 IEEE Symposium Series on Computational Intelligence (SSCI)","location":"Singapore, Singapore","start":{"date-parts":[[2022,12,4]]},"end":{"date-parts":[[2022,12,7]]}},"container-title":["2022 IEEE Symposium Series on Computational Intelligence (SSCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10022049\/10022014\/10022020.pdf?arnumber=10022020","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,14]],"date-time":"2024-03-14T13:57:11Z","timestamp":1710424631000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10022020\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,4]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/ssci51031.2022.10022020","relation":{},"subject":[],"published":{"date-parts":[[2022,12,4]]}}}