Browsing Computational Mathematics (CM) by Subject "Deep learning"

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On quadrature rules for solving Partial Differential Equations using Neural Networks

Rivera, J.A; Taylor, J.M.; Omella, Ángel J.; Pardo, D. (2022-04-01)

Neural Networks have been widely used to solve Partial Differential Equations. These methods require to approximate definite integrals using quadrature rules. Here, we illustrate via 1D numerical examples the quadrature ...