Glen Bigan Mbeng
Cited by
Cited by
Reinforcement-learning-assisted quantum optimization
MM Wauters, E Panizon, GB Mbeng, GE Santoro
Physical Review Research 2 (3), 033446, 2020
Quantum Annealing: a journey through Digitalization, Control, and hybrid Quantum Variational schemes
GB Mbeng, R Fazio, G Santoro
arXiv preprint arXiv:1906.08948, 2019
Negativity spectrum in 1D gapped phases of matter
GB Mbeng, V Alba, P Calabrese
Journal of Physics A: Mathematical and Theoretical 50 (19), 194001, 2017
The information complexity of learning tasks, their structure and their distance
A Achille, G Paolini, G Mbeng, S Soatto
Information and Inference: A Journal of the IMA 10 (1), 51-72, 2021
The quantum Ising chain for beginners
GB Mbeng, A Russomanno, GE Santoro
arXiv preprint arXiv:2009.09208 59, 2020
Quantum optimization via four-body Rydberg gates
C Dlaska, K Ender, GB Mbeng, A Kruckenhauser, W Lechner, ...
Physical Review Letters 128 (12), 120503, 2022
Polynomial scaling of the quantum approximate optimization algorithm for ground-state preparation of the fully connected -spin ferromagnet in a transverse field
MM Wauters, GB Mbeng, GE Santoro
Physical Review A 102 (6), 062404, 2020
Dynamics of simulated quantum annealing in random Ising chains
GB Mbeng, L Privitera, L Arceci, GE Santoro
Physical Review B 99 (6), 064201, 2019
Multi-spin counter-diabatic driving in many-body quantum Otto refrigerators
A Hartmann, V Mukherjee, GB Mbeng, W Niedenzu, W Lechner
Quantum 4, 377, 2020
Dynamics and reachability of learning tasks
A Achille, G Mbeng, S Soatto
arXiv preprint arXiv:1810.02440, 2018
Optimal quantum control with digitized quantum annealing
GB Mbeng, R Fazio, GE Santoro
arXiv preprint arXiv:1911.12259, 2019
Optimal working point in digitized quantum annealing
GB Mbeng, L Arceci, GE Santoro
Physical Review B 100 (22), 224201, 2019
Two-Dimensional Lattice Gauge Theory on a Near-Term Quantum Simulator: Variational Quantum Optimization, Confinement, and Topological Order
L Lumia, P Torta, GB Mbeng, GE Santoro, E Ercolessi, M Burrello, ...
PRX Quantum 3 (2), 020320, 2022
peps-torch: A differentiable tensor network library for two-dimensional lattice models
J Hasik, GB Mbeng
Avoiding barren plateaus via transferability of smooth solutions in Hamiltonian Variational Ansatz
AA Mele, GB Mbeng, GE Santoro, M Collura, P Torta
arXiv preprint arXiv:2206.01982, 2022
The Dynamics of Differential Learning I: Information-Dynamics and Task Reachability.
A Achille, G Mbeng, S Soatto
Polynomial scaling enhancement in the ground-state preparation of Ising spin models via counterdiabatic driving
A Hartmann, GB Mbeng, W Lechner
Physical Review A 105 (2), 022614, 2022
Quantum Approximate Optimization Algorithm applied to the binary perceptron
P Torta, GB Mbeng, C Baldassi, R Zecchina, GE Santoro
arXiv preprint arXiv:2112.10219, 2021
Localizzazione a molti corpi in una catena di bosoni fortemente interagenti
GB Mbeng
Master Thesis, Universita di Pisa, 2015
Quantum annealing and digital quantum ground state preparation algorithms
GB Mbeng
SISSA, 2019
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