An Overview on Deep Learning Techniques in Solving Partial Differential Equations

• Main Authors: Yunus, R.B., Abdul Karim, S.A., Shafie, A., Izzatullah, M., Kherd, A., Hasan, M.K., Sulaiman, J.
• 格式: Article
• 出版: 2022
• 在线阅读: http://scholars.utp.edu.my/id/eprint/34090/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85140227070&doi=10.1007%2f978-3-031-04028-3_4&partnerID=40&md5=7c8311181d1d36aaa1de9bcc7ecb1843

Despite great advances in solving partial differential equations (PDEs) using the numerical discretization, some high- dimensional problems with large number of parameters cannot be handled easily. Owing to the rapid growth of accessible data and computing expedients, recent developments in deep lea...