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Unitary dynamics of strongly-interacting Bose gases with time-dependent variational Monte Carlo in continuous space
Giuseppe Carleo, Lorenzo Cevolani, Laurent Sanchez-Palencia +1
We introduce time-dependent variational Monte Carlo for continuous-space Bose gases. Our approach is based on the systematic expansion of the many-body wave-function in terms of mu…
Nonstoquastic Hamiltonians and Quantum Annealing of an Ising Spin Glass
L. Hormozi, E. W. Brown, G. Carleo +1
We study the role of Hamiltonian complexity in the performance of quantum annealers. We consider two general classes of annealing Hamiltonians: stoquastic ones, which can be simula…
Solving the Quantum Many-Body Problem with Artificial Neural Networks
Giuseppe Carleo, Matthias Troyer
The challenge posed by the many-body problem in quantum physics originates from the difficulty of describing the non-trivial correlations encoded in the exponential complexity of t…
Spreading of correlations in exactly-solvable quantum models with long-range interactions in arbitrary dimensions
Lorenzo Cevolani, Giuseppe Carleo, Laurent Sanchez-Palencia
We study the out-of-equilibrium dynamics induced by quantum quenches in quadratic Hamiltonians featuring both short- and long-range interactions. The spreading of correlations in t…