6 citations · 29 across the 17 of their papers we have counts for
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cs.LG2020
Local error quantification for Neural Network Differential Equation solvers
Akshunna S. Dogra, William T Redman
Neural networks have been identified as powerful tools for the study of complex systems. A noteworthy example is the neural network differential equation (NN DE) solver, which can…
cs.NE2020★ 6 cited
Optimizing Neural Networks via Koopman Operator Theory
Akshunna S. Dogra, William T Redman
Koopman operator theory, a powerful framework for discovering the underlying dynamics of nonlinear dynamical systems, was recently shown to be intimately connected with neural netw…