Restricted Boltzmann Machines Propagators for Auxiliary Field Diffusion Monte Carlo

The auxiliary field diffusion Monte Carlo method uses imaginary-time projection techniques to accurately solve the ground-state wave function of atomic nuclei and infinite nuclear matter. In this work, we present a novel representation of the imaginary-time propagator based on restricted Boltzmann m...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Fox, Jordan M R, Lovato, Alessandro, Roggero, Alessandro, Rrapaj, Ermal
Format:	Artikel
Sprache:	eng
Schlagworte:	Field theory Monte Carlo simulation Nuclear matter Nuclei (nuclear physics) Operators (mathematics) Particle spin Wave functions
Online-Zugang:	Volltext
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