Physics-informed Neural Networks:Recent Advances and Prospects

Physical-informed neural networks (PINN) are a class of neural networks used to solve supervised learning tasks.They not only try to follow the distribution law of the training data, but also follow the physical laws described by partial diffe-rential equations.Compared with pure data-driven neural...

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Bibliographic Details
Main Author: LI Ye, CHEN Song-can
Format: Article
Language:zho
Published: Editorial office of Computer Science 2022-04-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2022-49-4-254.pdf