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Glen Bigan Mbeng
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Cited by
Year
Reinforcement-learning-assisted quantum optimization
MM Wauters, E Panizon, GB Mbeng, GE Santoro
Physical Review Research 2 (3), 033446, 2020
492020
Quantum Annealing: a journey through Digitalization, Control, and hybrid Quantum Variational schemes
GB Mbeng, R Fazio, G Santoro
arXiv preprint arXiv:1906.08948, 2019
40*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
362017
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
312021
The quantum Ising chain for beginners
GB Mbeng, A Russomanno, GE Santoro
arXiv preprint arXiv:2009.09208 59, 2020
212020
Quantum optimization via four-body Rydberg gates
C Dlaska, K Ender, GB Mbeng, A Kruckenhauser, W Lechner, ...
Physical Review Letters 128 (12), 120503, 2022
142022
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
14*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
132019
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
122020
Dynamics and reachability of learning tasks
A Achille, G Mbeng, S Soatto
arXiv preprint arXiv:1810.02440, 2018
102018
Optimal quantum control with digitized quantum annealing
GB Mbeng, R Fazio, GE Santoro
arXiv preprint arXiv:1911.12259, 2019
92019
Optimal working point in digitized quantum annealing
GB Mbeng, L Arceci, GE Santoro
Physical Review B 100 (22), 224201, 2019
82019
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
72022
peps-torch: A differentiable tensor network library for two-dimensional lattice models
J Hasik, GB Mbeng
72020
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
52022
The Dynamics of Differential Learning I: Information-Dynamics and Task Reachability.
A Achille, G Mbeng, S Soatto
52018
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
32022
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
22021
Localizzazione a molti corpi in una catena di bosoni fortemente interagenti
GB Mbeng
Master Thesis, Universita di Pisa, 2015
22015
Quantum annealing and digital quantum ground state preparation algorithms
GB Mbeng
SISSA, 2019
12019
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