19
Publications
2.1K
Citations
16
H-Index
2013
Active since
Giacomo Torlai is an author at Perimeter Institute specializing in engineering, quantum science, and quantum computing.
Top concepts
EngineeringQuantum ScienceQuantum ComputingQuantum EntanglementPhysicsNatural SciencesQuantum Machine LearningComputer ScienceMachine LearningAtomic Physics
Publications per year
2013–2025
19
19
Reconstructing quantum states with generative models
Juan Carrasquilla, Giacomo Torlai, Roger G. Melko et al. · Nature Machine Intelligence · 2019 · 306 citations · Full text
Learning thermodynamics with Boltzmann machines
Giacomo Torlai, Roger G. Melko · Physical review. B./Physical review. B · 2016 · 256 citations · Full text
Provably efficient machine learning for quantum many-body problems
Hsin-Yuan Huang, Richard Kueng, Giacomo Torlai et al. · Science · 2022 · 221 citations
Many-body quantum state tomography with neural networks
Giacomo Torlai, Guglielmo Mazzola, Juan Carrasquilla et al. · arXiv (Cornell University) · 2017 · 203 citations · Full text
Neural Decoder for Topological Codes
Giacomo Torlai, Roger G. Melko · Physical Review Letters · 2017 · 181 citations · Full text
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