| 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 | 75 | 2022 |
| 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 | 32 | 2022 |
| Quantum annealing for neural network optimization problems: A new approach via tensor network simulations G Lami, P Torta, GE Santoro, M Collura SciPost Physics 14 (5), 117, 2023 | 14 | 2023 |
| 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 | 14 | 2023 |
| Beyond Quantum Annealing: Optimal control solutions to MaxCut problems GS Giovanni Pecci, Ruiyi Wang, Pietro Torta, Glen Bigan Mbeng Quantum Science and Technology 9 (4), 045013, 2024 | 3 | 2024 |
| Variational ground-state quantum adiabatic theorem B Žunkovič, P Torta, G Pecci, G Lami, M Collura arXiv preprint arXiv:2406.12392, 2024 | | 2024 |
| Quantum Approximate Optimization Algorithm and Variational Quantum Computing: from binary neural networks to ground state preparation P Torta SISSA, 2024 | | 2024 |
| Neural Quantum Annealing for Real-World Quadratic Unconstrained Binary Optimization P Torta, L Leone, R Casati, E Prati 2024 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2024 | | 2024 |
Giuseppe E. SantoroProfessor of Condensed Matter Theory at SISSAยืนยันอีเมลแล้วที่ sissa.it