Pengfei Zhou

Publications

108

Citations

H-Index

2020

Active since

Affiliations

International Centre for Theoretical Physics Asia-Pacific(Current)

Chinese Academy of Sciences

University of Chinese Academy of Sciences

Institute of Theoretical Physics

Pengfei Zhou is an author at International Centre for Theoretical Physics Asia-Pacific specializing in quantum machine learning, physics, and computer science.

ORCID

Top concepts

PhysicsEngineeringQuantum ScienceComputer ScienceQuantum ComputingQuantum Machine LearningEntropyGraph TheoryDeep LearningMachine Learning

Publications per year

2020–2023

Publications

Contracting Arbitrary Tensor Networks: General Approximate Algorithm and Applications in Graphical Models and Quantum Circuit Simulations

Feng Pan, Pengfei Zhou, Sujie Li et al. · Physical Review Letters · 2020 · 63 citations · Full text

Free Energy, Tensor Networks, Engineering +16

Boltzmann machines as two-dimensional tensor networks

Sujie Li, Feng Pan, Pengfei Zhou et al. · Physical review. B./Physical review. B · 2021 · 16 citations · Full text

Quantum Science, Computational Science, Geometric Learning +15

Evaluation of auto-segmentation for brachytherapy of postoperative cervical cancer using deep learning-based workflow

Jiahao Wang, Yuanyuan Chen, Yeqiang Tu et al. · Physics in Medicine and Biology · 2023 · 16 citations · Full text

Solving statistical mechanics on sparse graphs with feedback-set variational autoregressive networks

Feng Pan, Pengfei Zhou, Haijun Zhou et al. · Physical review. E · 2021 · 13 citations · Full text

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