Giuseppe Carleo

University of Warsaw — Poland

Physics and Astronomy · Physical Sciences

36h-index9.9kcitations173works6.22yr avg
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Research Topics

Quantum many-body systems(85), Quantum Computing Algorithms and Architecture(54), Quantum, superfluid, helium dynamics(48), Cold Atom Physics and Bose-Einstein Condensates(39), Physics of Superconductivity and Magnetism(20)

Publications173 total

Correcting and Extending Trotterized Quantum Many-Body Dynamics
PRX Quantum·2025Open Access
Foundation neural-networks quantum states as a unified Ansatz for multiple hamiltonians
Nature Communications·2025· 7 citedOpen Access
Predicting topological entanglement entropy in a Rydberg analogue simulator
Nature Physics·2025· 1 citedOpen Access
Grassmann Variational Monte Carlo with neural wave functions
arXiv (Cornell University)·2025Open Access
Quantum Spin Glass in the Two-Dimensional Disordered Heisenberg Model via Foundation Neural-Network Quantum States
ArXiv.org·2025Open Access
Accurate neural quantum states for interacting lattice bosons
Quantum·2025· 4 citedOpen Access
Machine Learning in Quantum Sciences
Cambridge University Press eBooks·2025· 2 cited
Neural-network quantum states
Cambridge University Press eBooks·2025· 20 cited
Phase Diagram and Crystal Melting of Helium-4 in Two Dimensions
Physical Review Letters·2025
Efficient calculation of Green's functions on quantum computers via simultaneous circuit perturbation
ArXiv.org·2025· 1 citedOpen Access
Nuclear responses with neural-network quantum states
arXiv (Cornell University)·2025Open Access
Neural Wave Functions for High-Pressure Atomic Hydrogen
ArXiv.org·2025Open Access
Interaction quenches in Bose gases studied with a time-dependent hypernetted-chain Euler-Lagrange method
SciPost Physics·2025Open Access
Unusual Energy Spectra of Matrix Product States
Physical Review Letters·2025· 3 cited
Challenging the Quantum Advantage Frontier with Large-Scale Classical Simulations of Annealing Dynamics
ArXiv.org·2025· 1 citedOpen Access
Correcting and extending Trotterized quantum many-body dynamics
arXiv (Cornell University)·2025Open Access
Comment on “Can Neural Quantum States Learn Volume-Law Ground States?”
Physical Review Letters·2025· 7 citedOpen Access
Foundation Neural-Networks Quantum States as a Unified Ansatz for Multiple Hamiltonians
arXiv (Cornell University)·2025Open Access
Non-stabilizerness of Neural Quantum States
ArXiv.org·2025· 1 citedOpen Access
Spectroscopy of two-dimensional interacting lattice electrons using symmetry-aware neural backflow transformations
Communications Physics·2025· 1 citedOpen Access
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Frequent Co-authors

Juan Carrasquilla(7), Laurent Sanchez-Palencia(7), Filippo Vicentini(7), Kenny Choo(6), Federico Becca(6), Jannes Nys(6), Titus Neupert(5), Guglielmo Mazzola(5), Alessandro Lovato(5), Javier Robledo Moreno(5), Matthias Troyer(4), Antonio Mezzacapo(4), Giacomo Torlai(4), Dian Wu(4), Nikita Astrakhantsev(4), Lorenzo Cevolani(4), Riccardo Rossi(4), James Stokes(3), Roger G. Melko(3), Yusuke Nomura(3)