Learning Structural Errors

Source codes

1. Ensemble Kalman inversion
2. Numerical simulator of Lorenz 96 system

Data files

1. Scripts to generate training data of long trajectories and closures
2. Data files for indirect training

Examples

1. Direct training examples for Lorenz 96 system (c=10 and c=3)
2. Indirect training examples for Lorenz 96 system
   • Local error model (c=10 and c=3)
   • Nonlocal error model (c=3)
   • Stochastic error model (c=3)