Zhiwen Deng

Acquisition of kHz-frequency two-dimensional surface temperature field using phosphor thermometry and proper orthogonal decomposition assisted long short-term memory neural networks

T. Cai, Zhiwen Deng, Yoonseong Park, 2021 .

Time-resolved particle image velocimetry measurement of vortex dynamics behind tandem self-oscillating inverted flags in a channel flow

Zhiwen Deng, Yingzheng Liu, Yujia Chen, 2020 .

Temporal predictions of periodic flows using a mesh transformation and deep learning-based strategy

Gang Chen, Zhiwen Deng, F. Yu, 2022, Aerospace Science and Technology.

Investigation of the synergism on distribution parameters of micro dimples in partially textured thrust pad bearing

Jie Yang, Yonghong Fu, Yuyang He, 2022, Proceedings of the Institution of Mechanical Engineers, Part J: Journal of Engineering Tribology.

Prediction of transonic flow over supercritical airfoils using geometric-encoding and deep-learning strategies

Jing Wang, Zhiwen Deng, Hongsheng Liu, 2023, Physics of Fluids.

Deep neural network-based strategy for optimal sensor placement in data assimilation of turbulent flow

Zhiwen Deng, Yingzheng Liu, Chuangxin He, 2021 .

Super-resolution reconstruction of turbulent velocity fields using a generative adversarial network-based artificial intelligence framework

Yingzheng Liu, Zhiwen Deng, Kyung Chun Kim, 2019 .

Recovering turbulent flow field from local quantity measurement: turbulence modeling using ensemble-Kalman-filter-based data assimilation

Yingzheng Liu, Xin Wen, Zhiwen Deng, 2018, J. Vis..

Experimental investigation of flow dynamics of oscillating jet emitted in confined and non-confined backward-facing step geometries

Zhiwen Deng, Shabnam Mohammadshahi, K. Kim, 2021, European Journal of Mechanics - B/Fluids.

Deep learning-based reduced order model for three-dimensional unsteady flow using mesh transformation and stitching

Gang Chen, Zhiwen Deng, Xin Li, 2023, 2307.07323.