most citedHyperparameter Optimization in the Estimation of PDE and Delay-PDE models from data

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physics.data-an2025

Sparse identification of evolution equations via Bayesian model selection

Tim W. Kroll, Oliver Kamps

The quantitative formulation of evolution equations is the backbone for prediction, control, and understanding of dynamical systems across diverse scientific fields. Besides derivi…