Publications

A small curated selection first, then the full list (generated from BibTeX, newest first). For the canonical record see my Google Scholar.

Selected

• Wasserstein Quantum Monte Carlo: a novel approach for solving the quantum many-body Schrödinger equation

  Advances in Neural Information Processing Systems (NeurIPS), 2023. link

  K. Neklyudov, J. Nys, L. Thiede, J. Carrasquilla, Q. Liu, M. Welling, A. Makhzani

• Message-passing neural quantum states for the homogeneous electron gas

  Physical Review B, 2024. DOI

  G. Pescia, J. Nys, J. Kim, A. Lovato, G. Carleo

• Ab-initio variational wave functions for the time-dependent many-electron Schrödinger equation

  Nature Communications, 2024. DOI

  J. Nys, G. Pescia, A. Sinibaldi, G. Carleo

• NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems

  SciPost Physics Codebases, 2022. DOI

  F. Vicentini, D. Hofmann, A. Szabó, D. Wu, C. Roth, C. Giuliani, G. Pescia, J. Nys, V. Vargas-Calderón, N. Astrakhantsev, G. Carleo

• Predicting topological entanglement entropy in a Rydberg analogue simulator

  Nature Physics, 2025. DOI

  L. Mauron, Z. Denis, J. Nys, G. Carleo

All publications