Seuraa
Zhicheng Wang
Zhicheng Wang
Vahvistettu sähköpostiosoite verkkotunnuksessa dlut.edu.cn
Nimike
Viittaukset
Viittaukset
Vuosi
Physics-informed neural networks (PINNs) for fluid mechanics: A review
S Cai, Z Mao, Z Wang, M Yin, GE Karniadakis
Acta Mechanica Sinica 37 (12), 1727-1738, 2021
7272021
Physics-informed neural networks for heat transfer problems
S Cai, Z Wang, S Wang, P Perdikaris, GE Karniadakis
Journal of Heat Transfer 143 (6), 060801, 2021
5192021
Deep learning of vortex-induced vibrations
M Raissi, Z Wang, MS Triantafyllou, GE Karniadakis
Journal of Fluid Mechanics 861, 119-137, 2019
4212019
Physics-informed neural networks with hard constraints for inverse design
L Lu, R Pestourie, W Yao, Z Wang, F Verdugo, SG Johnson
SIAM Journal on Scientific Computing 43 (6), B1105-B1132, 2021
3602021
Flow over an espresso cup: inferring 3-D velocity and pressure fields from tomographic background oriented Schlieren via physics-informed neural networks
S Cai, Z Wang, F Fuest, YJ Jeon, C Gray, GE Karniadakis
Journal of Fluid Mechanics 915, A102, 2021
2022021
DeepM&Mnet: Inferring the electroconvection multiphysics fields based on operator approximation by neural networks
S Cai, Z Wang, L Lu, TA Zaki, GE Karniadakis
Journal of Computational Physics 436, 110296, 2021
1922021
Reinforcement learning for bluff body active flow control in experiments and simulations
D Fan, L Yang, Z Wang, MS Triantafyllou, GE Karniadakis
Proceedings of the National Academy of Sciences 117 (42), 26091-26098, 2020
1692020
Mapping the properties of the vortex-induced vibrations of flexible cylinders in uniform oncoming flow
D Fan, Z Wang, MS Triantafyllou, GE Karniadakis
Journal of Fluid Mechanics 881, 815-858, 2019
722019
A large-eddy simulation study on the similarity between free vibrations of a flexible cylinder and forced vibrations of a rigid cylinder
Z Wang, D Fan, MS Triantafyllou, GE Karniadakis
Journal of Fluids and Structures 101, 103223, 2021
352021
Illuminating the complex role of the added mass during vortex induced vibration
Z Wang, D Fan, MS Triantafyllou
Physics of Fluids 33 (8), 2021
332021
Forecasting solar-thermal systems performance under transient operation using a data-driven machine learning approach based on the deep operator network architecture
JD Osorio, Z Wang, G Karniadakis, S Cai, C Chryssostomidis, M Panwar, ...
Energy Conversion and Management 252, 115063, 2022
302022
Active-and transfer-learning applied to microscale-macroscale coupling to simulate viscoelastic flows
L Zhao, Z Li, Z Wang, B Caswell, J Ouyang, GE Karniadakis
Journal of Computational Physics 427, 110069, 2021
272021
A fast multi-fidelity method with uncertainty quantification for complex data correlations: Application to vortex-induced vibrations of marine risers
X Meng, Z Wang, D Fan, MS Triantafyllou, GE Karniadakis
Computer Methods in Applied Mechanics and Engineering 386, 114212, 2021
222021
A phase-field method for boiling heat transfer
Z Wang, X Zheng, C Chryssostomidis, GE Karniadakis
Journal of Computational Physics 435, 110239, 2021
212021
Heat transfer prediction with unknown thermal boundary conditions using physics-informed neural networks
S Cai, Z Wang, C Chryssostomidis, GE Karniadakis
Fluids Engineering Division Summer Meeting 83730, V003T05A054, 2020
202020
Similarity solutions for flows and heat transfer in microchannels between two parallel plates
ZC Wang, DW Tang, XG Hu
International Journal of Heat and Mass Transfer 54 (11-12), 2349-2354, 2011
182011
An entropy-viscosity large eddy simulation study of turbulent flow in a flexible pipe
Z Wang, MS Triantafyllou, Y Constantinides, GE Karniadakis
Journal of Fluid Mechanics 859, 691-730, 2019
162019
Inferring vortex induced vibrations of flexible cylinders using physics-informed neural networks
E Kharazmi, D Fan, Z Wang, MS Triantafyllou
Journal of Fluids and Structures 107, 103367, 2021
152021
A stabilized phase-field method for two-phase flow at high Reynolds number and large density/viscosity ratio
Z Wang, S Dong, MS Triantafyllou, Y Constantinides, GE Karniadakis
Journal of Computational Physics 397, 108832, 2019
152019
Fluid-structure interactions in a flexible pipe conveying two-phase flow
X Zheng, Z Wang, MS Triantafyllou, GE Karniadakis
International Journal of Multiphase Flow 141, 103667, 2021
132021
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Artikkelit 1–20