177 citations · 1.4k across the 57 of their papers we have counts for
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cond-mat.stat-mech2018★ 38 cited
Projective quantum Monte Carlo simulations guided by unrestricted neural network states
E. M. Inack, G. E. Santoro, L. Dell'Anna +1
We investigate the use of variational wave-functions that mimic stochastic recurrent neural networks, specifically, unrestricted Boltzmann machines, as guiding functions in project…
cond-mat.stat-mech2017★ 18 cited
Understanding Quantum Tunneling using Diffusion Monte Carlo Simulations
E. M. Inack, G. Giudici, T. Parolini +2
In simple ferromagnetic quantum Ising models characterized by an effective double-well energy landscape the characteristic tunneling time of path-integral Monte Carlo (PIMC) simula…
cond-mat.stat-mech2015★ 22 cited
Simulated quantum annealing of double-well and multi-well potentials
E. M. Inack, S. Pilati
We analyze the performance of quantum annealing as a heuristic optimization method to find the absolute minimum of various continuous models, including landscapes with only two wel…