most citedWeak-PDE-LEARN: A Weak Form Based Approach to Discovering PDEs From Noisy, Limited Data

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cs.LG2023★ 1 cited

Weak-PDE-LEARN: A Weak Form Based Approach to Discovering PDEs From Noisy, Limited Data

Robert Stephany, Christopher Earls

We introduce Weak-PDE-LEARN, a Partial Differential Equation (PDE) discovery algorithm that can identify non-linear PDEs from noisy, limited measurements of their solutions. Weak-P…