DiffusionNet: Accelerating the solution of Time-Dependent partial differential equations using deep learning

19 Nov 2020 Mahmoud Asem

We present our deep learning framework to solve and accelerate the Time-Dependent partial differential equation's solution of one and two spatial dimensions. We demonstrate DiffusionNet solver by solving the 2D transient heat conduction problem with Dirichlet boundary conditions... (read more)

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