Discovering interpretable physical models using symbolic regression and discrete exterior calculus.
Simone MantiAlessandro LucantonioPublished in: Mach. Learn. Sci. Technol. (2024)
Keyphrases
- physical models
- symbolic regression
- genetic programming
- three dimensional
- gene expression programming
- shape from shading
- evolutionary computation
- phase space
- statistical models
- experimental data
- software package
- parameter optimization
- fitness function
- evolutionary algorithm
- photorealistic
- computer vision
- real time
- optimization algorithm
- differential evolution
- regression problems
- pairwise
- genetic algorithm
- neural network