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physics.comp-ph2020
Convolutional neural networks for long-time dissipative quantum dynamics
Luis E. Herrera Rodriguez, Alexei A. Kananenka
Exact numerical simulations of dynamics of open quantum systems often require immense computational resources. We demonstrate that a deep artificial neural network comprised of con…
physics.comp-ph2015★ 42 cited
Fractional charge and spin errors in self-consistent Green's function theory
Jordan J. Phillips, Alexei A. Kananenka, Dominika Zgid
We examine fractional charge and spin errors in self-consistent Green's function theory within a second-order approximation (GF2). For GF2 it is known that the summation of diagram…