Reinforcement-learning-assisted quantum optimization MM Wauters, E Panizon, GB Mbeng, GE Santoro
Physical Review Research 2 (3), 033446, 2020
90 2020 The quantum Ising chain for beginners GB Mbeng, A Russomanno, GE Santoro
SciPost Physics Lecture Notes, 082, 2024
72 2024 Quantum Annealing: a journey through Digitalization, Control, and hybrid Quantum Variational schemes GB Mbeng, R Fazio, G Santoro
arXiv preprint arXiv:1906.08948, 2019
69 * 2019 Avoiding barren plateaus via transferability of smooth solutions in a Hamiltonian variational ansatz AA Mele, GB Mbeng, GE Santoro, M Collura, P Torta
Physical Review A 106 (6), L060401, 2022
60 2022 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
54 2021 Quantum optimization via four-body Rydberg gates C Dlaska, K Ender, GB Mbeng, A Kruckenhauser, W Lechner, ...
Physical Review Letters 128 (12), 120503, 2022
39 2022 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
38 2017 Polynomial scaling of the quantum approximate optimization algorithm for ground-state preparation of the fully connected MM Wauters, GB Mbeng, GE Santoro
Physical Review A 102 (6), 062404, 2020
31 * 2020 Two-Dimensional L Lumia, P Torta, GB Mbeng, GE Santoro, E Ercolessi, M Burrello, ...
PRX Quantum 3 (2), 020320, 2022
30 2022 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
19 2020 Optimal working point in digitized quantum annealing GB Mbeng, L Arceci, GE Santoro
Physical Review B 100 (22), 224201, 2019
17 2019 Optimal quantum control with digitized quantum annealing GB Mbeng, R Fazio, GE Santoro
arXiv preprint arXiv:1911.12259, 2019
17 2019 Dynamics of simulated quantum annealing in random Ising chains GB Mbeng, L Privitera, L Arceci, GE Santoro
Physical Review B 99 (6), 064201, 2019
16 2019 The quantum ising chain for beginners (2020) GB Mbeng, A Russomanno, GE Santoro
arXiv preprint arXiv:2009.09208 59, 2009
16 2009 Error mitigation for quantum approximate optimization A Weidinger, GB Mbeng, W Lechner
Physical Review A 108 (3), 032408, 2023
14 2023 peps-torch: A differentiable tensor network library for two-dimensional lattice models J Hasik, GB Mbeng
GitHub https://github. com/jurajHasik/peps-torch, 2020
14 2020 Quantum approximate optimization algorithm applied to the binary perceptron P Torta, GB Mbeng, C Baldassi, R Zecchina, GE Santoro
Physical Review B 107 (9), 094202, 2023
13 2023 Dynamics and reachability of learning tasks A Achille, G Mbeng, S Soatto
arXiv preprint arXiv:1810.02440, 2018
13 2018 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
11 2022 A tensor network library for two-dimensional lattice models J Hasik, GB Mbeng, WL Tu, SS Diop
9 2020 