The data-driven physical-based equations discovery using evolutionary approach.
Alexander HvatovMikhail MaslyaevPublished in: CoRR (2020)
Keyphrases
- data driven
- genetic algorithm
- mathematical model
- scientific discovery
- evolutionary computation
- knowledge discovery
- physical models
- discovery process
- databases
- evolutionary optimization
- physical world
- differential equations
- real world
- denoising
- evolutionary algorithm
- expert systems
- multiscale
- case study
- decision trees
- linear systems
- artificial intelligence
- linear equations
- evolutionary process
- finite difference
- learning algorithm
- data sets
- evolutionary methods