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05/10/2022
Regression-based projection for learning Mori–Zwanzig operators
We propose to adopt statistical regression as the projection operator to...
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02/04/2022
Koopman von Neumann mechanics and the Koopman representation: A perspective on solving nonlinear dynamical systems with quantum computers
A number of recent studies have proposed that linear representations are...
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06/07/2020
What needles do sparse neural networks find in nonlinear haystacks
Using a sparsity inducing penalty in artificial neural networks (ANNs) a...
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03/12/2020