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Guglielmo Mazzola β most-cited papers & profile Β· AI for Science
β authors
Β·
overview
Guglielmo Mazzola
11
papers Β·
102
citations
Google Scholar β
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Most-cited papers
Learning to Measure: Adaptive Informationally Complete Generalized Measurements for Quantum Algorithms
2021 Β· 100 citations
Extending the reach of quantum computing for materials science with machine learning potentials
2022 Β· 1 citations
Quantum-enhanced Markov chain Monte Carlo
2022 Β· 1 citations
Quantum Monte Carlo Annealing with Multi-Spin Dynamics
2017
Quantum Monte Carlo tunneling from quantum chemistry to quantum annealing
2017
Uncertain fate of fair sampling in quantum annealing
2018
NetKet: A Machine Learning Toolkit for Many-Body Quantum Systems
2019
Non-unitary operations for ground-state calculations in near term quantum computers
2019
Precise measurement of quantum observables with neural-network estimators
2019
Non-adiabatic molecular quantum dynamics with quantum computers
2020
Gauge invariant quantum circuits for $U(1)$ and Yang-Mills lattice gauge theories
2021
Topics
Quantum Simulation
Quantum Algorithms
Quantum Machine Learning
Quantum Software
Theory
Variational Methods
NISQ
Quantum Cryptography