Faculty Profiles - LI Shuohui | The Hong Kong University of Science and Technology

Shuohui LI
李爍輝

PhD in Theoretical Physics
University of Chinese Academy of Sciences, 2020

Research Assistant Professor
Department of Physics

(852) 2358 7530
shuohuili@ust.hk
Room 4423

Google Scholar

DItwmIUAAAAJ

ORCID

0000-0002-4262-5768

Scopus ID

57205235813

Research Interest Publications Projects Teaching Assignment

Research Interest

Computational physics
Machine learning
Condensed matter physics

Publications

All Years 4 2025 1 2024 0 2023 0 2022 0 2021 0 2020 2 2019 1

2025 1

Deep Generative Modeling of the Canonical Ensemble with Differentiable Thermal Properties

Physical Review Letters, v. 135, July 2025, article number 027301
Li, Shuohui; Zhang, Yaowen; Pan, Ding
Article

2020 2

Machine learning holographic mapping by neural network renormalization group

Physical Review Research, v. 2, (2), 19 June 2020, article number 023369
Hu, Hong-Ye; Li, Shuohui; Wang, Lei; You, Yi-Zhuang
Article

Neural Canonical Transformation with Symplectic Flows

Physical Review X, v. 10, (2), 28 April 2020, article number 021020
Li, Shuohui; Dong, Chen-Xiao; Zhang, Linfeng; Wang, Lei
Article

2018 1

Neural Network Renormalization Group

Physical Review Letters, v. 121, (26), 26 December 2018, article number 260601
Li, Shuohui; Wang, Lei
Article

Article 1

Deep Generative Modeling of the Canonical Ensemble with Differentiable Thermal Properties

Physical Review Letters, v. 135, July 2025, article number 027301
Li, Shuohui; Zhang, Yaowen; Pan, Ding

Article 2

Machine learning holographic mapping by neural network renormalization group

Physical Review Research, v. 2, (2), 19 June 2020, article number 023369
Hu, Hong-Ye; Li, Shuohui; Wang, Lei; You, Yi-Zhuang

Neural Canonical Transformation with Symplectic Flows

Physical Review X, v. 10, (2), 28 April 2020, article number 021020
Li, Shuohui; Dong, Chen-Xiao; Zhang, Linfeng; Wang, Lei

Article 1

Neural Network Renormalization Group

Physical Review Letters, v. 121, (26), 26 December 2018, article number 260601
Li, Shuohui; Wang, Lei

2018 1

Neural Network Renormalization Group

Physical Review Letters, v. 121, (26), 26 December 2018, article number 260601
Li, Shuohui; Wang, Lei
Article

No Publications

Teaching Assignment

2025-26 Fall 0 2024-25 Summer 0 2024-25 Spring 1 2024-25 Winter 0 2024-25 Fall 0 2023-24 Summer 0

MSDM5055

Deep Learning for Modeling: Concepts, Tools, and Techniques

No Teaching Assignments

Projects

From January 2023 to December 2025

All Projects 1

No Projects.
Sampling Method for Statistical Physics using Deep Generative Models

基于深度生成型模型的統計物理采樣算法 Participating

RGC - General Research Fund
Project Team (HKUST)
PAN Ding (Lead)

LI Shuohui
2024 -

Research Interest

Publications

2025 1

2020 2

2018 1

Article 1

Article 2

Article 1

2018 1

Teaching Assignment

Projects

From January 2023 to December 2025

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