1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2025
chebgreen: Learning and Interpolating Continuous Empirical Green's Functions from Data
Harshwardhan Praveen, Jacob Brown, Christopher Earls
In this work, we present a mesh-independent, data-driven library, chebgreen, to mathematically model one-dimensional systems, possessing an associated control parameter, and whose…
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…