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Physics-informed neural networks with residual/gradient-based adaptive sampling methods for solving PDEs with sharp solutions.
Zhiping Mao
Xuhui Meng
Published in:
CoRR (2023)
Keyphrases
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sampling methods
neural network
random sampling
pattern recognition
partial differential equations
class imbalance
level set
genetic algorithm
optimal solution
machine learning
image segmentation
learning environment