This is a list of dynamical models thar are commonly used for research into hybrid ML-physics modeling. The list is in alphabetical order.
- Reference: Lorenz 1963
- Implementations: Wikipedia
- Description: Legendary "butterfly" model with three coupled ODEs that exhibit chaotic behavior.
- Examples of papers using this models: Scher and Messori 2019
- Reference: Lorenz 1996
- Implementations: https://github.com/raspstephan/Lorenz-Online
- Description: Chaotic model. Often used in its two-layer version for parameterization research.
- Examples of papers using this models: Rasp 2020, Gagne et al. 2020