dynamicslab/pysindy
Colab: examples/tutorial_1; then feed it X and S from your simulator and see whether it recovers a Monod-like term
In: LABLOOP-W12 Notebook
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dynamicslab/databook_python
The book's Python notebooks for chapter 7 (SINDy) in Colab
In: LABLOOP-W12 Notebook
jrcramos/Hybrid-modeling-of-bioreactor-with-LSTM
Read the README and model structure; a published example of "mechanistic + neural" for cell culture to compare against your "Monod + GBM"
In: LABLOOP-W12 Notebook
casadi/casadi
Optional: fit Monod parameters per batch with an optimizer; only if scipy.optimize struggles
In: LABLOOP-W12 Notebook