7 citations · 13 across the 4 of their papers we have counts for
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physics.comp-ph2020
The Accuracy of Restricted Boltzmann Machine Models of Ising Systems
David Yevick, Roger Melko
Restricted Boltzmann machine (RBM) provide a general framework for modeling physical systems, but their behavior is dependent on hyperparameters such as the learning rate, the numb…
cs.CE2020
Electric Field Propagation Through Singular Value Decomposition
David Yevick
We demonstrate that the singular value decomposition algorithm in conjunction with the fast Fourier transform or finite difference procedures provides a straightforward and accurat…