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05/15/2022
A comparison of PINN approaches for drift-diffusion equations on metric graphs
In this paper we focus on comparing machine learning approaches for quan...
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02/23/2021
Three Ways to Solve Partial Differential Equations with Neural Networks – A Review
Neural networks are increasingly used to construct numerical solution me...
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09/27/2019
Error estimation for second-order PDEs in non-variational form
Second-order partial differential equations in non-divergence form are c...
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01/17/2019