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A Physics-driven GraphSAGE Method for Physical Process Simulations Described by Partial Differential Equations
In this work, a physics-driven GraphSAGE approach (PD-GraphSAGE) based on the Galerkin method and piecewise polynomial nodal basis functions is presented to solve computational problems governed by irregular PDEs and to develop parametric PDE surrogate models.
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