Hybrid ML-Physics Models

This is a list of dynamical models thar are commonly used for research into hybrid ML-physics modeling. The list is in alphabetical order.

Lorenz ‘63

  • 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

Lorenz ‘96