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08/09/2023
Going Deeper with Five-point Stencil Convolutions for Reaction-Diffusion Equations
Physics-informed neural networks have been widely applied to partial dif...
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02/02/2023
Convolutional Autoencoders, Clustering and POD for Low-dimensional Parametrization of Navier-Stokes Equations
Simulations of large-scale dynamical systems require expensive computati...
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01/04/2022
FCNN: Five-point stencil CNN for solving reaction-diffusion equations
In this paper, we propose Five-point stencil CNN (FCNN) containing a fiv...
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10/11/2021