Deep Hilbert--Galerkin Methods for Infinite-Dimensional PDEs and Optimal Control
arXiv:2603.19463v1 Announce Type: new Abstract: We develop deep learning-based approximation methods for fully nonlinear second-order PDEs on separable Hilbert spaces, such as HJB equations for …
Samuel N. Cohen, Filippo de Feo, Jackson Hebner, Justin Sirignano
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