Physics-informed shape optimization using coordinate projection

Abstract The rapid growth of artificial intelligence is revolutionizing classical engineering society, offering novel approaches to material and structural design and analysis. Among various scientific machine learning techniques, physics-informed neural network (PINN) has been one of the most resea...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Zhizhou Zhang, Chungwei Lin, Bingnan Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Subjects:
Physics-informed neural network
Shape optimization
Coordinate projection
Weak formulation
Online Access:https://doi.org/10.1038/s41598-024-57137-4

Internet

https://doi.org/10.1038/s41598-024-57137-4

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