9 citations · 15 across the 9 of their papers we have counts for
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math.NA2022
Arbitrarily high order implicit ODE integration by correcting a neural network approximation with Newton's method
D. W. Crews
As a method of universal approximation deep neural networks (DNNs) are capable of finding approximate solutions to problems posed with little more constraints than a suitably-posed…
physics.comp-ph2022
Analysis of tensor-product discontinous Galerkin operators for Vlasov-Poisson simulations and GPU implementation on Python
D. W. Crews
The discontinuous Galerkin (DG) finite element method is conservative, lends itself well to parallelization, and is high-order accurate due to its close affinity with the theory of…
physics.plasm-ph2022★ 9 cited
On the validity of quasilinear theory applied to the electron bump-on-tail instability
D. W. Crews, U. Shumlak
The accuracy of quasilinear theory applied to the electron bump-on-tail instability, a classic model problem, is explored with conservative high-order discontinuous Galerkin method…