A data-driven library, chebgreen, learns continuous empirical Green's functions for unknown 1D linear PDEs and interpolates them across control parameters using manifold-based interpolation of singular functions.
Raissi, Deep hidden physics models: Deep learning of nonlinear partial differential equations, J
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chebgreen: Learning and Interpolating Continuous Empirical Green's Functions from Data
A data-driven library, chebgreen, learns continuous empirical Green's functions for unknown 1D linear PDEs and interpolates them across control parameters using manifold-based interpolation of singular functions.