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Ground-state properties via machine learning quantum constraints

Pei-Lin Zheng*, Si-Jing Du*, and Yi Zhang†

  • International Center for Quantum Materials, Peking University, Beijing 100871, China and School of Physics, Peking University, Beijing 100871, China

  • *P.-L. Zheng and S.-J. Du are responsible for one-dimensional fermion chains and spin chains, respectively, and contributed equally.
  • †frankzhangyi@gmail.com

Nonadiabatic self-healing of Trotter errors in digitized counterdiabatic dynamics

Mara Vizzuso, Gianluca Passarelli, Giovanni Cantele, Procolo Lucignano, Xi Chen, and Koushik Paul

Phys. Rev. A 113 062432 (2026)

No title available

Pei-Lin Zheng and Fei Wang

Exponentially improved efficient machine learning for quantum many-body states with provable guarantees

Yanming Che, Clemens Gneiting, and Franco Nori

Phys. Rev. Research 6 033035 (2024)

Efficient and quantum-adaptive machine learning with fermion neural networks

Pei-Lin Zheng, Jia-Bao Wang, and Yi Zhang

Phys. Rev. Applied 20 044002 (2023)

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