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Shenglin Huang (黄晟林)
Shenglin Huang (黄晟林)
Andere namen黄 晟林
Research Fellow, School of Mechanical and Aerospace Engineering, Nanyang Technological University
Geverifieerd e-mailadres voor ntu.edu.sg
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Superrepellency of underwater hierarchical structures on Salvinia leaf
Y Xiang, S Huang, TY Huang, A Dong, D Cao, H Li, Y Xue, P Lv, H Duan
Proceedings of the National Academy of Sciences 117 (5), 2282-2287, 2020
1142020
Ultimate Stable Underwater Superhydrophobic State
Y Xiang, S Huang, P Lv, Y Xue, Q Su, H Duan
Physical Review Letters 119 (13), 134501, 2017
992017
Variational Onsager Neural Networks (VONNs): A thermodynamics-based variational learning strategy for non-equilibrium PDEs
S Huang, Z He, C Reina
Journal of the Mechanics and Physics of Solids 163, 104856, 2022
522022
Three-dimensional backflow at liquid–gas interface induced by surfactant
H Li, Z Li, X Tan, X Wang, S Huang, Y Xiang, P Lv, H Duan
Journal of Fluid Mechanics 899, A8, 2020
452020
Morphology evolution of liquid–gas interface on submerged solid structured surfaces
S Huang, P Lv, H Duan
Extreme Mechanics Letters 27, 34-51, 2019
442019
Receding dynamics of contact lines and size-dependent adhesion on microstructured hydrophobic surfaces
D Li, Y Xue, P Lv, S Huang, H Lin, H Duan
Soft matter 12 (18), 4257-4265, 2016
222016
Harnessing fluctuation theorems to discover free energy and dissipation potentials from non-equilibrium data
S Huang, C Sun, PK Purohit, C Reina
Journal of the Mechanics and Physics of Solids 149, 104323, 2021
42021
Statistical-Physics-Informed Neural Networks (Stat-PINNs): A machine learning strategy for coarse-graining dissipative dynamics
S Huang, Z He, N Dirr, J Zimmer, C Reina
Journal of the Mechanics and Physics of Solids 194, 105908, 2025
12025
Predicting the unobserved: A statistical mechanics framework for non-equilibrium material response with quantified uncertainty
S Huang, IR Graham, RA Riggleman, PE Arratia, S Fitzgerald, C Reina
Journal of the Mechanics and Physics of Solids 161, 104779, 2022
12022
From Particle Fluctuations to Macroscopic Evolution Equations: The Case of Exclusion Dynamics.
S Huang, S Aguado-Montero, N Dirr, J Zimmer, C Reina
MMSC, 140-152, 2020
12020
Bridging statistical mechanics and thermodynamics away from equilibrium: a data-driven approach for learning internal variables and their dynamics
W Qiu, S Huang, C Reina
arXiv preprint arXiv:2501.17993, 2025
2025
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Artikelen 1–11