Solving Partial Differential Equations Using Deep Learning and Physical Constraints

The various studies of partial differential equations (PDEs) are hot topics of mathematical research. Among them, solving PDEs is a very important and difficult task and, since many partial differential equations do not have analytical solutions, numerical methods are widely used to solve PDEs. Alth...

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Bibliographic Details
Main Authors: Yanan Guo, Xiaoqun Cao, Bainian Liu, Mei Gao
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/17/5917