| Theory for equivariant quantum neural networks QT Nguyen, L Schatzki, P Braccia, M Ragone, PJ Coles, F Sauvage, ... PRX Quantum 5 (2), 020328, 2024 | 102 | 2024 |
| A unified theory of barren plateaus for deep parametrized quantum circuits MVS Cerezo de la Roca, M Ragone, B Bakalov, M Larocca, FA Sauvage, ... Nature Communications 15 (LA-UR-23-30483), 2024 | 90 | 2024 |
| Representation theory for geometric quantum machine learning M Ragone, P Braccia, QT Nguyen, L Schatzki, PJ Coles, F Sauvage, ... arXiv preprint arXiv:2210.07980, 2022 | 84 | 2022 |
| A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits M Ragone, BN Bakalov, F Sauvage, AF Kemper, C Ortiz Marrero, ... Nature Communications 15 (1), 7172, 2024 | 42 | 2024 |
| Representation theory for geometric quantum machine learning (2023) M Ragone, P Braccia, QT Nguyen, L Schatzki, PJ Coles, F Sauvage, ... arXiv preprint arXiv:2210.07980, 0 | 22 | |
| ``A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits''(2023). url: https:// doi. org/ 10.48550 M Ragone, BN Bakalov, F Sauvage, AF Kemper, CO Marrero, M Larocca, ... arXiv preprint arXiv.2309.09342, 0 | 5 | |
| Quantum Neural Networks: Issues, Training, and Applications CM Ortiz Marrero, N Wiebe, JC Furches, MJ Ragone Pacific Northwest National Laboratory (PNNL), Richland, WA (United States), 2023 | 1 | 2023 |
| The curious symmetry breaking of SO (n) AKLT chains B Nachtergaele, M Ragone University of California, Berkeley, 2024 | | 2024 |
| SO (n) AKLT Chains as Symmetry Protected Topological Quantum Ground States M Ragone arXiv preprint arXiv:2403.09951, 2024 | | 2024 |
| Open Problem Session B M Ragone 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
| < svg xmlns: xlink= M Ragone, B Nachtergaele 2025 Joint Mathematics Meetings (JMM 2025), 0 | | |
| The gapped phases of< svg xmlns: xlink= B Nachtergaele, M Ragone 2024 Spring Western Sectional Meeting, 0 | | |
| Teaching Statement M Ragone | | |
