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Giuseppe Carleo

epfl

37H-index
172Paper Count
10.0KCitation Count
Published Papers 44
Publication Date
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Precise Quantum Chemistry calculations with few Slater Determinants
errNature Communications
IF15.7
err2026-03-16
err0
errOAAI
errClemens Giuliani; Jannes Nys; Rocco Martinazzo; Giuseppe Carleo; Riccardo Rossi
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Predicting topological entanglement entropy in a Rydberg analogue simulator
errNature Physics
IF18.4
err2025-07-28
err0
errOAAI
errLinda Mauron; Zakari Denis; Jannes Nys; Giuseppe Carleo
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errSave
Spectroscopy of two-dimensional interacting lattice electrons using symmetry-aware neural backflow transformations
errCOMMUNICATIONS PHYSICS
IF5.8
err2025-01-30
err0
errOAAI
errRomero, Imelda; Nys, Jannes; Carleo, Giuseppe
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errSave
Message-passing neural quantum states for the homogeneous electron gas
errPHYSICAL REVIEW B
IF3.7
err2024-07-02
err9
errOAAI
errPescia, Gabriel; Nys, Jannes; Kim, Jane; Lovato, Alessandro; Carleo, Giuseppe
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errSave
Sparse autoregressive neural networks for classical spin systems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-21
err1
errOAAI
errBiazzo, Indaco; Wu, Dian; Carleo, Giuseppe
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errSave
Real-time quantum dynamics of thermal states with neural thermofields
errPHYSICAL REVIEW B
IF3.7
err2024-06-10
err4
PREAI
errNys, Jannes; Denis, Zakari; Carleo, Giuseppe
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errSave
Neural-network quantum states for ultra-cold Fermi gases
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-05-08
err9
errOAAI
errKim, Jane; Pescia, Gabriel; Fore, Bryce; Nys, Jannes; Carleo, Giuseppe; Gandolfi, Stefano; Hjorth-Jensen, Morten; Lovato, Alessandro
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errSave
Adaptive projected variational quantum dynamics
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-05-06
err3
errOAAI
errLinteau, David; Barison, Stefano; Lindner, Netanel H.; Carleo, Giuseppe
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errSave
Hybrid ground-state quantum algorithms based on neural Schrödinger forging
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-04-04
err1
errOAAI
errde Schoulepnikoff, Paulin; Kiss, Oriel; Vallecorsa, Sofia; Carleo, Giuseppe; Grossi, Michele
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Variational quantum time evolution without the quantum geometric tensor
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-02-05
err16
errOAAI
errGacon, Julien; Nys, Jannes; Rossi, Riccardo; Woerner, Stefan; Carleo, Giuseppe
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errSave
Phenomenological theory of variational quantum ground-state preparation
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-09-28
err7
errOAAI
errAstrakhantsev, Nikita; Mazzola, Guglielmo; Tavernelli, Ivano; Carleo, Giuseppe
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errSave
Ab initio quantum chemistry with neural-network wavefunctions
errNATURE REVIEWS CHEMISTRY
IF51.7
err2023-08-09
err33
errOAAI
errHermann, Jan; Spencer, James; Choo, Kenny; Mezzacapo, Antonio; Foulkes, W. M. C.; Pfau, David; Carleo, Giuseppe; Noe, Frank
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errSave
Dilute neutron star matter from neural-network quantum states
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-07-31
err7
errOAAI
errFore, Bryce; Kim, Jane M.; Carleo, Giuseppe; Hjorth-Jensen, Morten; Lovato, Alessandro; Piarulli, Maria
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errSave
From tensor-network quantum states to tensorial recurrent neural networks
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-07-05
err13
errOAAI
errWu, Dian; Rossi, Riccardo; Vicentini, Filippo; Carleo, Giuseppe
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errSave
Quantum process tomography with unsupervised learning and tensor networks
errNATURE COMMUNICATIONS
IF15.7
err2023-05-19
err22
errOAAI
errTorlai, Giacomo; Wood, Christopher J.; Acharya, Atithi; Carleo, Giuseppe; Carrasquilla, Juan; Aolita, Leandro
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errSave
Continuous-variable neural network quantum states and the quantum rotor model
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2023-02-23
err3
PREAI
errStokes, James; De, Saibal; Veerapaneni, Shravan; Carleo, Giuseppe
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errSave
Quantum circuits for solving local fermion-to-qubit map- pings
errQUANTUM
IF5.4
err2023-02-21
err4
errOAAI
errNys, Jannes; Carleo, Giuseppe
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errSave
Hidden-nucleons neural-network quantum states for the nuclear many-body problem
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-12-12
err31
errOAAI
errLovato, Alessandro; Adams, Corey; Carleo, Giuseppe; Rocco, Noemi
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errSave
Variational dynamics as a ground-state problem on a quantum computer
errPHYSICAL REVIEW RESEARCH
IF4.2
err2022-12-05
err7
errOAAI
errBarison, Stefano; Vicentini, Filippo; Cirac, Ignacio; Carleo, Giuseppe
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errSave
Neural tensor contractions and the expressive power of deep neural quantum states
errPHYSICAL REVIEW B
IF3.7
err2022-11-22
err32
errOAAI
errSharir, Or; Shashua, Amnon; Carleo, Giuseppe
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Research Directions

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Co-authors
Cooperation Journals
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Mikhail D. Lukin
H-index: 157 · Papers: 958
J
J. I. Cirac
H-index: 147 · Papers: 901
S
S. Vallecorsa
H-index: 138 · Papers: 1.2K
M
Matthias Troyer
H-index: 95 · Papers: 597
E
Eugene Demler
H-index: 95 · Papers: 939
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