Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures.
Xiaoxuan ZhangKrishna C. GarikipatiPublished in: CoRR (2020)
Keyphrases
- free energy
- multiresolution
- neural network
- machine learning
- competitive learning
- belief propagation
- upper bound
- fixed point
- learning rules
- computer vision
- learning algorithm
- information extraction
- feature selection
- support vector machine
- image processing
- active learning
- graphical models
- unsupervised learning
- approximate inference