14 citations · 14 across the 3 of their papers we have counts for
4 papers
QuantumMatterExplorer: An Autonomous Agent for the Discovery of Quantum Many-Body Phases of Matter
Jannes Nys, Andrew Jreissaty, Juan Carrasquilla
Mapping the phase diagram of a new quantum Hamiltonian demands expert judgement at every step: which observables to measure, where in parameter space to compute, or how to separate…
Entanglement and optimization within autoregressive neural quantum states
Andrew Jreissaty, Hang Zhang, Jairo C. Quijano +2
Neural quantum states (NQSs) are powerful variational ansätze capable of representing highly entangled quantum many-body wavefunctions. While the average entanglement properties of…
The statistical mechanics and machine learning of the -Rényi ensemble
Andrew Jreissaty, Juan Carrasquilla
We study the statistical physics of the classical Ising model in the so-called -Rényi ensemble, a finite-temperature thermal state approximation that minimizes a modified free e…
Self trapping in the two-dimensional Bose-Hubbard model
Andrew Jreissaty, Juan Carrasquilla, Marcos Rigol
We study the expansion of harmonically trapped bosons in a two-dimensional lattice after suddenly turning off the confining potential. We show that, in the presence of multiple occ…