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Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning.
Yanan Guo
Xiaoqun Cao
Kecheng Peng
Wenlong Tian
Mengge Zhou
Published in:
ICIC (2) (2023)
Keyphrases
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deep learning
restricted boltzmann machine
unsupervised learning
machine learning
unsupervised feature learning
nonlinear partial differential equations
data mining
higher order
multiscale
mental models
decision trees
high dimensional
feature vectors
generative model