Baseline methods

[robin-janssen]

Sparse Identification of Nonlinear Dynamics (SINDy) is a kind of symbolic regression method that could serve as a classical (i.e., non-neural) baseline method.

[robin-janssen]

Two more suggestions for baseline models:

• Continuous-time echo state networks (CT-ESN)
• Long short-term memory (LSTM)