68 citations · 224 across the 7 of their papers we have counts for
7 papers
Mott Transition and Volume Law Entanglement with Neural Quantum States
Chloé Gauvin-Ndiaye, Joseph Tindall, Javier Robledo Moreno +1
The interplay between delocalisation and repulsive interactions can cause electronic systems to undergo a Mott transition between a metal and an insulator. Here we use neural netwo…
Enhancing the Expressivity of Variational Neural, and Hardware-Efficient Quantum States Through Orbital Rotations
Javier Robledo Moreno, Jeffrey Cohn, Dries Sels +1
Variational approaches, such as variational Monte Carlo (VMC) or the variational quantum eigensolver (VQE), are powerful techniques to tackle the ground-state many-electron problem…
Variational Benchmarks for Quantum Many-Body Problems
Dian Wu, Riccardo Rossi, Filippo Vicentini +30
The continued development of computational approaches to many-body ground-state problems in physics and chemistry calls for a consistent way to assess its overall progress. In this…
Extracting Off-Diagonal Order from Diagonal Basis Measurements
Bo Xiao, Javier Robledo Moreno, Matthew Fishman +3
Quantum gas microscopy has developed into a powerful tool to explore strongly correlated quantum systems. However, discerning phases with topological or off-diagonal long range ord…
Machine learning band gaps from the electron density
Javier Robledo Moreno, Johannes Flick, Antoine Georges
A remarkable consequence of the Hohenberg-Kohn theorem of density functional theory is the existence of an injective map between the electronic density and any observable of the ma…
Phases of two-dimensional spinless lattice fermions with first-quantized deep neural-network quantum states
James Stokes, Javier Robledo Moreno, Eftychios A. Pnevmatikakis +1
First-quantized deep neural network techniques are developed for analyzing strongly coupled fermionic systems on the lattice. Using a Slater-Jastrow inspired ansatz which exploits…
Deep learning the Hohenberg-Kohn maps of Density Functional Theory
Javier Robledo Moreno, Giuseppe Carleo, Antoine Georges
A striking consequence of the Hohenberg-Kohn theorem of density functional theory is the existence of a bijection between the local density and the ground-state many-body wave func…