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Giuseppe Carleo information


Giuseppe Carleo
Giuseppe Carleo in 2021
Born1984 (age 39–40)
CitizenshipItalian
Known forNeural network quantum states
Time-dependent variational Monte Carlo
Academic background
EducationPhysics
Alma materSapienza University of Rome
International School for Advanced Studies
ThesisSpectral and dynamical properties of strongly correlated systems (2011)
Doctoral advisorStefano Baroni
Other advisorsMatthias Troyer
Academic work
DisciplinePhysics
Sub-disciplineComputational physics
InstitutionsEPFL (École Polytechnique Fédérale de Lausanne)
Main interestsMachine learning
Quantum computing
Condensed matter physics
Websitehttps://www.epfl.ch/labs/cqsl/

Giuseppe Carleo (born 1984) is an Italian physicist. He is a professor of computational physics at EPFL (École Polytechnique Fédérale de Lausanne) and the head of the Laboratory of Computational Quantum Science.[1][2]

  1. ^ "People". www.epfl.ch. Retrieved 2021-04-09.
  2. ^ "11 new professors appointed at the two Federal Institutes of Technology | ETH-Board". www.ethrat.ch. Archived from the original on 2021-08-18. Retrieved 2021-04-09.

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Giuseppe Carleo

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Giuseppe Carleo (born 1984) is an Italian physicist. He is a professor of computational physics at EPFL (École Polytechnique Fédérale de Lausanne) and...

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Neural network quantum states

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neural network. It was first introduced in 2017 by the physicists Giuseppe Carleo and Matthias Troyer to approximate wave functions of many-body quantum...

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Variational Monte Carlo

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proposed the so-called Stochastic Reconfiguration (SR) method. In 2017, Giuseppe Carleo and Matthias Troyer used a VMC objective function to train an artificial...

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Sophia Economou

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PMID 31285433. Wikidata Q91722418. Ehud Altman; Kenneth R. Brown; Giuseppe Carleo; et al. (24 February 2021). "Quantum Simulators: Architectures and...

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Restricted Boltzmann machine

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doi:10.7554/eLife.85126. ISSN 2050-084X. PMC 10522340. PMID 37681658. Carleo, Giuseppe; Troyer, Matthias (2017-02-10). "Solving the quantum many-body problem...

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Machine learning in physics

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Mazzola, Guglielmo; Carrasquilla, Juan; Troyer, Matthias; Melko, Roger; Carleo, Giuseppe (May 2018). "Neural-network quantum state tomography". Nature Physics...

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HITRAN

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Bonomo, Aldo S.; Sozzetti, Alessandro; Fossati, Luca; Guilluy, Gloria; Carleo, Ilaria; Rainer, Monica; Harutyunyan, Avet; Borsa, Francesco; Pino, Lorenzo;...

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Neuromorphic engineering

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quantum computation with artificial neural networks, arXiv:1810.10335 Carleo, Giuseppe; Troyer, Matthias (February 10, 2017). "Solving the quantum many-body...

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Quantum machine learning

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024001. arXiv:1803.11537. doi:10.1088/2058-9565/aaea94. S2CID 4531946. Carleo, Giuseppe; Nomura, Yusuke; Imada, Masatoshi (2018-02-26). "Constructing exact...

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Unconventional computing

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Neuromorphic quantum computing, arXiv:2005.01533, retrieved 2024-03-18 Carleo, Giuseppe; Troyer, Matthias (2017-02-10). "Solving the quantum many-body problem...

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List of exoplanets discovered in 2020

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G.; Affer, L.; Andreuzzi, G.; Bignamini, A.; Bonomo, A. S.; Borsa, F.; Carleo, I.; Claudi, R.; Cosentino, R.; Covino, E.; Fiorenzano, A. F. M.; Giacobbe...

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