ODEFormer: Symbolic Regression of Dynamical Systems with Transformers.
Stéphane d'AscoliSören BeckerPhilippe SchwallerAlexander MathisNiki KilbertusPublished in: ICLR (2024)
Keyphrases
- dynamical systems
- symbolic regression
- genetic programming
- gene expression programming
- evolutionary computation
- software package
- parameter optimization
- differential equations
- nonlinear dynamical systems
- phase space
- evolutionary algorithm
- state space
- regression problems
- fitness function
- predictive state representations
- open source
- feature selection
- genetic algorithm