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Approaching the critical point through an exact ground-state evolution

Jun-Hao Lin1,2, Ke-Xiong Yan1,2, Jie Song3,4, Ye-Hong Chen1,2,4,5,*, and Yan Xia1,2,4,†

  • 1Fujian Key Laboratory of Quantum Information and Quantum Optics, Fuzhou University, Fuzhou 350116, China
  • 2Department of Physics, Fuzhou University, Fuzhou 350116, China
  • 3Department of Physics, Harbin Institute of Technology, Harbin 150001, China
  • 4Institute of Quantum Science and Technology, Yanbian University, Yanji 133002, China
  • 5Quantum Information Physics Theory Research Team, Center for Quantum Computing, RIKEN, Wako-shi, Saitama 351-0198, Japan

  • *Contact author: yehong.chen@fzu.edu.cn
  • †Contact author: xia-208@163.com

Critical states preparation in light-matter systems with deep reinforcement learning

Jia-Wen Yu, Yiming Yu, Ke-Xiong Yan, Jun-Hao Lin, Jie Song, Ye-Hong Chen, and Yan Xia

Phys. Rev. Research 8 033063 (2026)

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