Data-Driven Autoencoder Numerical Solver with Uncertainty Quantification for Fast Physical Simulations.
Christophe BonnevilleYoungsoo ChoiDebojyoti GhoshJonathan L. BelofPublished in: CoRR (2023)
Keyphrases
- data driven
- numerical analysis
- simulation model
- uncertain data
- numerical simulations
- real world
- information systems
- quantified boolean formulas
- physical models
- constraint solving
- physical systems
- robust optimization
- numerical data
- decision theory
- numerical methods
- simulation study
- probabilistic model
- learning algorithm
- genetic algorithm
- data mining