The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach.

Yongcun Song Xiaoming Yuan Hangrui Yue

Published in: CoRR (2023)

Keyphrases

constrained optimization
deep learning
objective function
multiscale
penalty function
constrained optimization problems
machine learning
computer vision
image processing
image segmentation