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Transfer Learning Enhanced Physics Informed Neural Network for Phase-Field Modeling of Fracture
Theoretical and Applied Fracture Mechanics, 2020Timon Rabczuk +2 more
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Bayesian Physics Informed Neural Networks for Real-World Nonlinear Dynamical Systems
Computer Methods in Applied Mechanics and Engineering, 2022Kevin Linka +2 more
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Physics-Informed Kernel Function Neural Networks for Solving Partial Differential Equations
Neural NetworksZhuojia Fu, Shuainan Liu
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Combined Analysis of Thermofluids and Electromagnetism Using Physics-Informed Neural Networks
Engineering Applications of Artificial IntelligenceJihyung Yoo, Tonghun Lee, Junhyoung Jo
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Understanding Physics-Informed Neural Networks: Techniques, Applications, Trends, and Challenges
AIOlli Yli-Harja +2 more
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