Shenglin Huang - Publications, H-index & Citations

Shenglin Huang

Peking University

7H指数

16论文数

446被引数

收录论文 9

发表时间

A universal criterion for underwater gas bubble stability 水下气体气泡稳定性的普适性标准

JOURNAL OF FLUID MECHANICS

IF3.9

2025-11-28

PREAI

Xiang, Yaolei; Huang, Shenglin; Zhou, Xu; Lv, Pengyu; Wang, Gang; Huang, Tian-Yun; Li, Hongyuan; Xue, Yahui; Duan, Huiling

Bridging statistical mechanics and thermodynamics away from equilibrium: A data-driven approach for learning internal variables and their dynamics 连接非平衡态下的统计力学与热力学：一种基于数据驱动的方法来学习内部变量及其动力学

Journal of the Mechanics and Physics of Solids

IF6

2025-06-06

OAAI

Weilun Qiu; Shenglin Huang; Celia Reina

Statistical-Physics-Informed Neural Networks (Stat-PINNs): A machine learning strategy for coarse-graining dissipative dynamics

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2025-01-01

OAAI

Huang, Shenglin; He, Zequn; Dirr, Nicolas; Zimmer, Johannes; Reina, Celia

Variational Onsager Neural Networks (VONNs): A thermodynamics-based variational learning strategy for non-equilibrium PDEs

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2022-06-01

OAAI

Huang, Shenglin; He, Zequn; Chem, Bryan; Reina, Celia

Predicting the unobserved: A statistical mechanics framework for non-equilibrium material response with quantified uncertainty 预测未观察到的: 具有量化不确定性的非平衡材料响应的统计力学框架

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2022-04-01

OAAI

Huang, Shenglin; Graham, Ian R.; Riggleman, Robert A.; Arratia, Paulo E.; Fitzgerald, Steve; Reina, Celia

Harnessing fluctuation theorems to discover free energy and dissipation potentials from non-equilibrium data

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2021-04-01

OAAI

Huang, Shenglin; Sun, Chuanpeng; Purohit, Prashant K.; Reina, Celia

Three-dimensional backflow at liquid-gas interface induced by surfactant

JOURNAL OF FLUID MECHANICS

IF3.9

2020-07-15

PREAI

Li, Hongyuan; Li, Zexiang; Tan, Xiangkui; Wang, Xiangyu; Huang, Shenglin; Xiang, Yaolei; Lv, Pengyu; Duan, Huiling

Superrepellency of underwater hierarchical structures on Salvinia leaf Salvinia叶片水下分层结构的超排斥性

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-01-21

109

OAAI

Xiang, Yaolei; Huang, Shenglin; Huang, Tian-Yun; Dong, Ao; Cao, Di; Li, Hongyuan; Xue, Yahui; Lv, Pengyu; Duan, Huiling

Morphology evolution of liquid-gas interface on submerged solid structured surfaces

EXTREME MECHANICS LETTERS

IF4.5

2019-02-01

PREAI

Huang, Shenglin; Lv, Pengyu; Duan, Huiling

研究方向