Symmetry-invariant quantum machine learning force fields

Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino

New Journal of Physics, vol. 27, 2025 Nov, p. 023015

Quantum error mitigation for Fourier moment computation

Oriel Kiss, Michele Grossi, Alessandro Roggero

Phys. Rev. D , vol. 111, 2025 Feb, pp. 034504

Early Fault-Tolerant Quantum Algorithms in Practice: Application to Ground-State Energy Estimation

Oriel Kiss, Utkarsh Azad, Borja Requena, Alessandro Roggero, David Wakeham, Juan Miguel Arrazola

arXiv:2405.03754, vol. 9, 2025 May, p. 1682

Statistics of topological defects across a phase transition in a superconducting quantum processor

Daniil Teplitskiy, Oriel Kiss, Michele Grossi, Antonio Mandarino

arXiv:2410.06250, 2024

Trainability barriers and opportunities in quantum generative modeling

Manuel S. Rudolph, Sacha Lerch, Supanut Thanasilp, Oriel Kiss, Sofia Vallecorsa, Michele Grossi, Zoë Holmes

npj Quantum Information, vol. 10, 2024 Nov, p. 116

Hybrid Ground-State Quantum Algorithms based on Neural Schrödinger Forging

Paulin de Schoulepnikoff, Oriel Kiss, Sofia Vallecorsa, Giuseppe Carleo, Michele Grossi

Phys. Rev. Research, vol. 6, 2024 Apr, p. 023021

Counterdiabatic optimized driving in quantum phase sensitive models

Francesco Pio Barone, Oriel Kiss, Michele Grossi, Sofia Vallecorsa, Antonio Mandarino

New Journal of Physics, vol. 26, 2024 Mar, p. 033031

Importance sampling for stochastic quantum simulations

Oriel Kiss, Michele Grossi, Alessandro Roggero

Quantum, vol. 7, Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften, 2023 Apr, p. 977

Finite-size criticality in fully connected spin models on superconducting quantum hardware

Michele Grossi, Oriel Kiss, Francesco De Luca, Carlo Zollo, Ian Gremese, Antonio Mandarino

Phys. Rev. E, vol. 107(2), American Physical Society, 2023 Feb, p. 024113

Quantum phase detection generalization from marginal quantum neural network models

Oriel Kiss, Saverio Monaco, Antonio Mandarino, Sofia Vallecorsa, Michele Grossi

Phys. Rev. B, vol. 107(8), American Physical Society, 2023 Feb, pp. L081105

Generating muonic force carriers events with classical and quantum neural networks

T. Ramazyan, Oriel Kiss, M. Grossi, E. Kajomovitz, S. Vallecorsa

J. Phys.: Conf. Ser. 2438 012089, 2023 Jan

Quantum neural networks force field generation

Oriel Kiss, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli

Mach. Learn.: Sci. Technol., vol. 3, 2022, p. 035004

Quantum computing of the 6Li nucleus via ordered unitary coupled clusters

Oriel Kiss, Michele Grossi, Pavel Lougovski, Federico Sanchez, Sofia Vallecorsa, Thomas Papenbrock

Phys. Rev. C, vol. 106(3), American Physical Society, 2022 Sep, p. 034325

Conditional Born machine for Monte Carlo event generation

Oriel Kiss, Michele Grossi, Enrique Kajomovitz, Sofia Vallecorsa

Phys. Rev. A, vol. 106(2), American Physical Society, 2022 Aug, p. 022612