ODEN: A Framework to Solve Ordinary Differential Equations using Artificial Neural Networks

28 May 2020Liam L. H. LauDenis Werth

We explore in detail a method to solve ordinary differential equations using feedforward neural networks. We prove a specific loss function, which does not require knowledge of the exact solution, to be a suitable standard metric to evaluate neural networks' performance... (read more)

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