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

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math.NA2019★ 15 cited

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…