activity
20152026
most citedReinforcement-learning-based control of confined cylinder wakes with stability analyses

107 citations · 318 across the 18 of their papers we have counts for

collaborators

18 papers

physics.flu-dyn2026

Flow instability in Stokes layer of Carreau fluids

Mengqi Zhang, Dongdong Wan, Huanshu Tan

This study investigates the influence of shear-thinning on the instability of a prototype time-periodic flow, the Stokes layer, in Carreau fluids. The time-dependent base flow was…

physics.flu-dyn2025★ 1 cited

On the intracyclic instability in Stokes layers

Mengqi Zhang

Time-dependent fluid dynamics plays a crucial role in both natural phenomena and industrial applications. Understanding the flow instabilities and transitions within these dynamica…

physics.flu-dyn2025★ 1 cited

A Diffuse-Interface Marangoni Instability

Xiangwei Li, Dongdong Wan, Haohao Hao +3

We investigate a novel Marangoni-induced instability that arises exclusively in diffuse fluid interfaces, absent in classical sharp-interface models. Using a validated phase-field…

physics.flu-dyn2025★ 1 cited

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect

Xuan Dai, Da Xu, Mengqi Zhang +1

Embedding the intrinsic symmetry of a flow system in training its machine learning algorithms has become a significant trend in the recent surge of their application in fluid mecha…

physics.flu-dyn2025★ 14 cited

Reinforcement-learning-based control of turbulent channel flows at high Reynolds numbers

Zisong Zhou, Mengqi Zhang, Xiaojue Zhu

Deep reinforcement learning (DRL) is employed to develop control strategies for drag reduction in direct numerical simulations (DNS) of turbulent channel flows at high Reynolds num…

physics.flu-dyn2024

Linear instability in thermally-stratified quasi-Keplerian flows

Dongdong Wan, Rikhi Bose, Mengqi Zhang +1

Quasi-Keplerian flow, a special regime of Taylor-Couette co-rotating flow, is of great astrophysical interest for studying angular momentum transport in accretion disks. The well-k…

physics.flu-dyn2024

Marangoni Interfacial Instability Induced by Solute Transfer Across Liquid-Liquid Interfaces

Xiangwei Li, Dongdong Wan, Mengqi Zhang +1

This study presents analytical and numerical investigations of Marangoni interfacial instability in a two-liquid-layer system with constant solute transfer across the interface. Wh…

physics.flu-dyn2023★ 25 cited

Numerical analyses of the flow past a short rotating cylinder

Yongliang Yang, Chenglei Wang, Rui Guo +1

This work studies the three-dimensional flow dynamics around a rotating circular cylinder of finite length, whose axis is positioned perpendicular to the streamwise direction. Dire…

physics.flu-dyn2023★ 4 cited

Numerical analyses of wire-plate electrohydrodynamic flows

Xuerao He, Pedro A. Vázquez, Mengqi Zhang

We present numerical analyses of 2-D electrohydrodynamic (EHD) flows of a dielectric liquid between a wire electrode and two plate electrodes with a Poiseuille flow, using direct n…

physics.flu-dyn2022★ 28 cited

Reinforcement-learning-based control of convectively-unstable flows

Da Xu, Mengqi Zhang

This work reports the application of a model-free deep-reinforcement-learning-based (DRL) flow control strategy to suppress perturbations evolving in the 1-D linearised Kuramoto-Si…

physics.flu-dyn2022★ 5 cited

Moffatt eddies in electrohydrodynamic flows: numerical simulations and analyses

Xuerao He, Zhihao Sun, Mengqi Zhang

We study numerically a sequence of eddies in two-dimensional electrohydrodynamic (EHD) flows of a dielectric liquid, driven by an electric potential difference between a hyperbolic…

physics.flu-dyn2022★ 7 cited

On the large-Weissenberg-number scaling laws in viscoelastic pipe flows

Dongdong Wan, Ming Dong, Mengqi Zhang

This work explains a scaling law of the first Landau coefficient of the derived Ginzburg-Landau equation (GLE) in the weakly nonlinear analysis of axisymmetric viscoelastic pipe fl…

physics.flu-dyn2022★ 14 cited

Numerical Study of Viscoelastic Upstream Instability

Sai Peng, Tingting Tang, Jianhui Li +2

In this work, we report numerical results on the flow instability and bifurcation of a viscoelastic fluid in the upstream region of a confined cylinder in a narrow channel. Two-dim…

physics.flu-dyn2022

Nonlinear spatiotemporal instabilities in two-dimensional electroconvective flows

Zhe Feng, Dongdong Wan, Bo-Fu Wang +1

This work studies the effects of a through-flow on two-dimensional electrohydrodynamic (EHD) flows of a dielectric liquid confined between two plane plates, as a model problem to f…

physics.flu-dyn2021★ 107 cited

Reinforcement-learning-based control of confined cylinder wakes with stability analyses

Jichao Li, Mengqi Zhang

This work studies the application of a reinforcement-learning-based (RL) flow control strategy to the flow past a cylinder confined between two walls in order to suppress vortex sh…

physics.flu-dyn2021★ 18 cited

Onset of vortex shedding around a short cylinder

Yongliang Yang, Zhe Feng, Mengqi Zhang

This paper presents results of three-dimensional direct numerical simulations (DNS) and global linear stability analyses (LSA) of a viscous incompressible flow past a finite-length…

physics.flu-dyn2021★ 22 cited

Subcritical and supercritical bifurcations in axisymmetric viscoelastic pipe flows

Dongdong Wan, Guangrui Sun, Mengqi Zhang

Axisymmetric viscoelastic pipe flow of Oldroyd-B fluids has been recently found to be linearly unstable by Garg et al. Phys. Rev. Lett., 121.024502 (2018). From a nonlinear point o…

physics.flu-dyn2015★ 71 cited

Modal and nonmodal stability analysis of electrohydrodynamic flow with and without cross-flow

Mengqi Zhang, Fulvio Martinelli, Jian Wu +2

We report the results of a complete modal and nonmodal linear stability analysis of the electrohydrodynamic flow (EHD) for the problem of electroconvection in the strong injection…