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Human-machine collaboration: Ordering mechanism of rank-2 spin liquid on breathing pyrochlore lattice

Nicolas Sadoune1,2, Ke Liu1,2,3,4, Han Yan5,6,7,8, Ludovic D. C. Jaubert9, Nic Shannon5, and Lode Pollet1,2

  • 1Arnold Sommerfeld Center for Theoretical Physics, LMU Munich, Theresienstr. 37, 80333 München, Germany
  • 2Munich Center for Quantum Science and Technology (MCQST), 80799 München, Germany
  • 3Hefei National Research Center for Physical Sciences at the Microscale and School of Physical Sciences, University of Science and Technology of China, Hefei 230026, China
  • 4Shanghai Research Center for Quantum Science and CAS Center for Excellence in Quantum Information and Quantum Physics, University of Science and Technology of China, Shanghai 201315, China
  • 5Theory of Quantum Matter Unit, Okinawa Institute of Science and Technology Graduate University, Onna-son, Okinawa 904-0412, Japan
  • 6Institute for Solid State Physics, University of Tokyo, Kashiwa, 277-8581 Chiba, Japan
  • 7Department of Physics and Astronomy, Rice University, Houston, Texas 77005, USA
  • 8Smalley-Curl Institute, Rice University, Houston, Texas 77005, USA
  • 9CNRS, Université de Bordeaux, LOMA, UMR 5798, 33400 Talence, France

Reinforcement Learning Techniques for the Flavor Problem in Particle Physics

Alessio Giarnetti and Davide Meloni

Symmetry 18 131 (2026)

Learning symmetry-protected topological order from trapped-ion experiments

Nicolas Sadoune, Ivan Pogorelov, Claire L. Edmunds, Giuliano Giudici, Giacomo Giudice, Christian D. Marciniak, Martin Ringbauer, Thomas Monz, and Lode Pollet

Quantum 10 2100 (2026)

Anisotropic spin ice on a breathing pyrochlore lattice

Gloria Isbrandt, Frank Pollmann, and Michael Knap

Phys. Rev. B 112 165110 (2025)

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