A practical PINN framework for multi-scale problems with multi-magnitude loss terms.

Yong Wang Yanzhong Yao Jiawei Guo Zhiming Gao

Published in: J. Comput. Phys. (2024)

Keyphrases

multiscale
main contribution
practical problems
real world
machine learning
np complete
neural network
conceptual framework
theoretical framework
lightweight
optimization problems
information systems
artificial intelligence
real time
probabilistic model
case study
image processing
benchmark problems