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Learning Interactions between Rydberg Atoms

Olivier Simard1,2,*,†, Anna Dawid3,4,*, Joseph Tindall3, Michel Ferrero1,2, Anirvan M. Sengupta3,5,6, and Antoine Georges1,2,3,7

  • 1Collège de France, Paris Sciences & Lettres (PSL) University, 11 place Marcelin Berthelot, 75005 Paris, France
  • 2Centre de physique théorique (CPHT), CNRS, École Polytechnique, Institut Polytechnique de Paris, F-91128 Palaiseau, France
  • 3Center for Computational Quantum Physics, Flatiron Institute, 162 Fifth Avenue, New York, New York 10010, USA
  • 4〈aQaL〉 Applied Quantum Algorithms – Leiden Institute of Advanced Computer Science & Leiden Institute of Physics, Universiteit Leiden, 2333 CA Leiden, The Netherlands
  • 5Center for Computational Mathematics, Flatiron Institute, 162 5th Avenue, New York, New York 10010, USA
  • 6Department of Physics and Astronomy, Rutgers University, Piscataway, New Jersey 08854, USA
  • 7Department of Quantum Matter Physics (DQMP), Université de Genève, 24 quai Ernest Ansermet, CH-1211 Genève, Switzerland

  • *These two authors contributed equally to this work.
  • †Contact author: olivier.simard@polytechnique.edu

Learning minimal representations of many-body physics from snapshots of a quantum simulator

Frederik Møller, Gabriel Fernández-Fernández, Thomas Schweigler, Paulin de Schoulepnikoff, Jörg Schmiedmayer, and Gorka Muñoz-Gil

Phys. Rev. Research 8 023094 (2026)

Hamiltonian learning quantum magnets with dynamical impurity tomography

Netta Karjalainen, Greta Lupi, Rouven Koch, Adolfo O. Fumega, and Jose L. Lado

Phys. Rev. Research 8 033281 (2026)

Data-Driven Quantum Simulation of Artificial Quantum Materials with Rydberg Atoms

Minhyuk Kim

Materials 19 1758 (2026)

Machine-learning-enabled characterization of individual ring resonators in integrated photonic lattices

Elizabeth Louis Pereira, Amin Hashemi, Faluke Aikebaier, Hongwei Li, Jose L. Lado, and Andrea Blanco-Redondo

APL Photonics 11 076124 (2026)

Hamiltonian Learning of Triplon Excitations in an Artificial Nanoscale Molecular Quantum Magnet

Rouven Koch, Robert Drost, Peter Liljeroth, and Jose L. Lado

Nano Lett. 25 13435 (2025)

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