Unsupervised Learning of Solutions to Differential Equations with Generative Adversarial Networks.
Dylan RandlePavlos ProtopapasDavid SondakPublished in: CoRR (2020)
Keyphrases
- differential equations
- unsupervised learning
- boundary value problem
- dynamical systems
- numerical solution
- numerical methods
- ordinary differential equations
- supervised learning
- machine learning
- semi supervised
- difference equations
- brownian motion
- feature selection
- text classification
- partial differential equations
- artificial neural networks
- object recognition
- expectation maximization
- complex systems
- mathematical model
- dimensionality reduction
- pattern classification
- state space
- boundary conditions
- multiresolution
- pattern recognition
- optimal solution