Stability selection enables robust learning of partial differential equations from limited noisy data

Suryanarayana Maddu, Bevan L. Cheeseman, Ivo F. Sbalzarini +1

We present a statistical learning framework for robust identification of partial differential equations from noisy spatiotemporal data. Extending previous sparse regression approac…