Data-driven, structure-preserving approximations to entropy-based moment closures for kinetic equations.
William A. PorteousM. Paul LaiuCory D. HauckPublished in: CoRR (2021)
Keyphrases
- structure preserving
- data driven
- numerical methods
- dimensionality reduction
- difference equations
- differential equations
- mathematical model
- monte carlo
- approximation methods
- linear equations
- information theory
- biochemical networks
- database
- numerical solution
- closed form
- databases
- zernike moments
- efficient computation
- variational methods
- knowledge base
- ordinary differential equations
- information systems
- neural network
- polynomial equations