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A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks.
Chenxi Wu
Min Zhu
Qinyang Tan
Yadhu Kartha
Lu Lu
Published in:
CoRR (2022)
Keyphrases
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adaptive sampling
neural network
monte carlo
random sampling
artificial neural networks
sampling methods
data sets
computer science
back propagation
test set
control charts
data mining
machine learning
genetic algorithm
optimal solution
mobile robot