825 citations · 2.9k across the 47 of their papers we have counts for
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Phase diagram of hydrogen and a hydrogen-helium mixture at planetary conditions by Quantum Monte Carlo simulations
Guglielmo Mazzola, Ravit Helled, Sandro Sorella
Understanding planetary interiors is directly linked to our ability of simulating exotic quantum mechanical systems such as hydrogen (H) and hydrogen-helium (H-He) mixtures at high…
Optimizing Schedules for Quantum Annealing
Daniel Herr, Ethan Brown, Bettina Heim +3
Classical and quantum annealing are two heuristic optimization methods that search for an optimal solution by slowly decreasing thermal or quantum fluctuations. Optimizing annealin…
Quantum Monte Carlo tunneling from quantum chemistry to quantum annealing
Guglielmo Mazzola, Vadim N. Smelyanskiy, Matthias Troyer
Quantum Tunneling is ubiquitous across different fields, from quantum chemical reactions, and magnetic materials to quantum simulators and quantum computers. While simulating the r…
Many-body quantum state tomography with neural networks
Giacomo Torlai, Guglielmo Mazzola, Juan Carrasquilla +3
The experimental realization of increasingly complex synthetic quantum systems calls for the development of general theoretical methods, to validate and fully exploit quantum resou…
Quantum Monte Carlo Annealing with Multi-Spin Dynamics
Guglielmo Mazzola, Matthias Troyer
We introduce a novel Simulated Quantum Annealing (SQA) algorithm which employs a multispin quantum fluctuation operator. At variance with the usual transverse field, short-range tw…