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automated-basis-function-generation

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AutoSINDy

mabasiri95 / AutoSINDy

Hybrid symbolic regression + SINDy framework for automated discovery of governing equations from noisy data. No prior domain knowledge required.

python symbolic-regression dynamical-systems nonlinear-dynamics sparse-regression sindy scientific-machine-learning scientific-discovery data-driven-discovery equation-discovery discovery-of-nonlinear-dynamics automated-basis-function-generation

Updated Jun 2, 2026
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