Data-driven peakon and periodic peakon travelling wave solutions of some nonlinear dispersive equations via deep learning.
Li WangZhenya YanPublished in: CoRR (2021)
Keyphrases
- deep learning
- data driven
- wave equation
- boundary value problem
- nonlinear partial differential equations
- unsupervised learning
- unsupervised feature learning
- machine learning
- weakly supervised
- differential equations
- mental models
- deep architectures
- hamilton jacobi
- bayesian networks
- multi class
- restricted boltzmann machine
- multiscale
- decision trees
- decision making