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Jacob-Stevens-Haas / gen-experiments

Pysindy experiments. Composable and extensible
MIT License
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Burgers, Kuramoto Sivashinsky and Korteweg De Vries PDEs #8

Closed yb6599 closed 11 months ago

yb6599 commented 12 months ago

I added implementations of Burgers 1D, Kuramoto Sivashinsky, and Korteweg De Vries PDEs. I can run experiments on Burgers and KS, although the coefficients are innacurate. Korteweg De Vries is stuck on gen_pde_data for a long time, so it does not work yet.

Jacob-Stevens-Haas commented 11 months ago

Also see if KDV can work if you change the integration tolerances in gen_pde_data

yb6599 commented 11 months ago

Hey Jake, the experiments for Burgers and Kuramoto Sivashinsky Equations should work now. For Burgers, try python -m gen_experiments burgers1D --seed 19 --param diff_params=test_axis --param feat_params=pde2 --param opt_params=test For KS, try python -m gen_experiments ks --seed 19 --param diff_params=test_axis --param feat_params=pde2 --param opt_params=test

Jacob-Stevens-Haas commented 11 months ago

LGTM!