Research graph
References from Steady-blowing jet control of a finite-length square cylinder at high reynolds number: Turbulence characteristics and DRL-based adaptive drag reduction. Local targets link to admitted publications; unresolved targets remain external evidence.
Aerodynamic characteristics of two side-by-side circular cylinders and application of wavelet analysis on the switching phenomenon
10.1016/j.jfluidstructs.2003.07.005 · 2003 · External reference
Large eddy simulations of cavitation around a pitching–plunging hydrofoil
10.1063/5.0177678 · 2023 · External reference
Characteristics of flow past elongated bluff bodies with underbody gaps due to varying inflow turbulence
10.1063/5.0072390 · 2021 · External reference
Square cylinder flow controlled by a synthetic jet at one leading edge
10.1063/5.0139705 · 2023 · External reference
Properties of the mean recirculation region in the wakes of two-dimensional bluff bodies
10.1017/s0022112097007179 · 1997 · External reference
Assessment of subgrid-scale models with a large-eddy simulation-dedicated experimental database: the pulsatile impinging jet in turbulent cross-flow
10.1063/1.4890855 · 2014 · External reference
An experimental study of pressure fluctuations on fixed and oscillating square-section cylinders
10.1017/s0022112082001360 · 1982 · External reference
Characteristics of the flow past a wall-mounted finite-length square cylinder at low Reynolds number with varying boundary layer thickness
10.1115/1.4042751 · 2019 · External reference
On the justification and extension of mixed models in LES
10.1080/14685240701742335 · 2007 · External reference
Alternating half-loop shedding in the turbulent wake of a finite surface-mounted square cylinder with a thin boundary layer
10.1063/1.3623463 · 2011 · External reference
Large-eddy simulations of flow past a square cylinder using structured and unstructured grids
10.1016/j.compfluid.2016.07.013 · 2016 · External reference
Topological description of near-wall flows around a surface-mounted square cylinder at high Reynolds numbers
10.1017/jfm.2021.1043 · 2022 · External reference
The structure of a turbulent shear layer bounding a separation region
10.1017/s0022112087001605 · 1987 · External reference
Dynamics of the forced wake of a square cylinder with embedded flapping jets
10.1016/j.apor.2022.103078 · 2022 · External reference
Experimental investigation of flow over a square cylinder with an attached splitter plate at intermediate Reynolds number
10.1016/j.jfluidstructs.2017.10.012 · 2018 · External reference
Suppression of vortex shedding from a rectangular cylinder at low Reynolds numbers
10.1016/j.jfluidstructs.2013.08.001 · 2013 · External reference
Active flow control for bluff body under high Reynolds number turbulent flow conditions using deep reinforcement learning
10.1063/5.0253696 · 2025 · External reference
Effect of incoming boundary layer thickness on the flow dynamics of a square finite wall-mounted cylinder
10.1063/5.0076541 · 2022 · External reference
Control of flow over a bluff body
10.1146/annurev.fluid.39.050905.110149 · 2008 · External reference
Simulations of the bi-modal wake past three-dimensional blunt bluff bodies
10.1017/jfm.2019.92 · 2019 · External reference
Active control of cylinder wakes: use of base suction and blowing
1999 · External reference
Control of circular cylinder wakes using base mass transpiration
10.1063/1.1409968 · 2001 · External reference
Experimental studies of vortices shed from cylinders with a step-change in diameter
10.1017/s002211200600927x · 2006 · External reference
Time-resolved wake dynamics of finite wall-mounted circular cylinders submerged in a turbulent boundary layer
10.1017/jfm.2021.265 · 2021 · External reference
Flows over surface-mounted bluff bodies with different spanwise widths submerged in a deep turbulent boundary layer
10.1017/jfm.2019.617 · 2019 · External reference
On the unsteady characteristics of turbulent separations over a forward–backward-facing step
10.1017/jfm.2018.962 · 2019 · External reference
Synthetic jet control of separation in the flow over a circular cylinder
10.1007/s00348-012-1302-8 · 2012 · External reference
Deep reinforcement learning for active flow control in a turbulent separation bubble
10.1038/s41467-025-56408-6 · 2025 · External reference
Addressing function approximation error in actor-critic methods
2018 · External reference
Active flow control of the dynamic wake behind a square cylinder using combined jets at the front and rear stagnation points
10.1063/5.0043191 · 2021 · External reference
An analysis of numerical errors in large-eddy simulations of turbulence
10.1006/jcph.1996.0088 · 1996 · External reference
Dynamics of the recirculating areas of a forward-facing step
10.1007/s00348-018-2608-y · 2018 · External reference
Deep reinforcement learning for turbulent drag reduction in channel flows
10.1140/epje/s10189-023-00285-8 · 2023 · External reference
Mechanics of bluff body drag reduction during transient near-wake reversals
10.1017/jfm.2020.275 · 2020 · External reference
On the velocity gradient tensor and fluid feature extraction
1999 · External reference
The effect of subgrid-scale models on the near wall vortices: a priori tests
10.1063/1.2732455 · 2007 · External reference
A computational study of drag reduction and vortex shedding suppression of flow past a square cylinder in presence of small control cylinders
10.1063/1.4982696 · 2017 · External reference
Optimizing synthetic jet placement for control stability in increasing Reynolds number flows based on deep reinforcement learning
10.1016/j.icheatmasstransfer.2025.109203 · 2025 · External reference
VLES of drag reduction for high Reynolds number flow past a square cylinder based on OpenFOAM
10.1016/j.oceaneng.2019.106450 · 2019 · External reference
Flow around a finite circular cylinder on a flat plate: cylinder height greater than turbulent boundary layer thickness
10.1299/jsme1958.27.2142 · 1984 · External reference
The effects of upstream wall roughness on the spatio-temporal characteristics of flow separations induced by a forward-facing step
10.1115/1.4050206 · 2021 · External reference
Influence of the bluff body shear layers on the wake of a square prism in a turbulent flow
10.1103/physrevfluids.1.044406 · 2016 · External reference
On the Reynolds number sensitivity of the aerodynamics of bluff bodies with sharp edges
10.1016/j.jweia.2006.01.011 · 2006 · External reference
The effect of turbulence on the surface pressure field of a square prism
10.1017/s0022112075001437 · 1975 · External reference
On the correlation between aerodynamic drag and wake flow for a generic high-speed train
10.1016/j.jweia.2021.104698 · 2021 · External reference
A laser-doppler velocimetry study of ensemble-averaged characteristics of the turbulent near wake of a square cylinder
10.1017/s0022112095004435 · 1995 · External reference
Drag reduction on a square cylinder using multiple detached control cylinders
10.1007/s12205-017-0239-0 · 2018 · External reference
Near wake of a circular cylinder submitted to blowing–II: impact on the dynamics
10.1016/s0017-9310(01)00021-7 · 2001 · External reference
Numerical characterisation of active drag and lift control for a circular cylinder in cross-flow
10.3390/app7111166 · 2017 · External reference
Influence of channel shape on the thermal and hydraulic performance of microchannel heat sink
10.1016/j.icheatmasstransfer.2010.12.031 · 2011 · External reference
Improving LES with OpenFOAM by minimising numerical dissipation and use of explicit algebraic SGS stress model
10.1080/14685248.2019.1706740 · 2019 · External reference
Experiments on vortex shedding from flat plates with square leading and trailing edges
10.1017/s0022112091001167 · 1991 · External reference
Unresolved reference
2001 · External reference
Measurements of the flow over a low-aspect-ratio cylinder mounted on a ground plane
10.1007/s00348-005-0949-9 · 2005 · External reference
Evolution of the bi-stable wake of a square-back automotive shape
10.1007/s00348-017-2473-0 · 2018 · External reference
Turbulent separation upstream of a forward-facing step
10.1017/jfm.2013.113 · 2013 · External reference
Wake vortex evolution of square cylinder with a slot synthetic jet positioned at the rear surface
10.1017/jfm.2016.833 · 2017 · External reference
Effect of excitation frequency on flow characteristics around a square cylinder with a synthetic jet positioned at front surface
10.1017/jfm.2019.703 · 2019 · External reference
Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
10.1017/jfm.2019.62 · 2019 · External reference
Accelerating deep reinforcement learning strategies of flow control through a multi-environment approach
10.1063/1.5116415 · 2019 · External reference
Stable-Baselines3: Reliable reinforcement learning implementations
2021 · External reference
Controlled flow over a finite square cylinder using suction and blowing
10.1016/j.ijmecsci.2019.04.013 · 2019 · External reference
Applying deep reinforcement learning to active flow control in weakly turbulent conditions
10.1063/5.0037371 · 2021 · External reference
Deep reinforcement learning-guided active control of turbulent flows
10.1103/y7cc-2xh7 · 2026 · External reference
Numerical investigation of the flow characteristics around two sequential cylinders with circular and square cross-sections
10.1007/s00773-024-00987-4 · 2024 · External reference
Guide to spectral proper orthogonal decomposition
10.2514/1.j058809 · 2020 · External reference
Identification of swirling flow in 3-D vector fields
1995 · External reference
Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at ReD=3900
10.1007/s10494-025-00642-x · 2025 · External reference
Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning
10.1038/s44172-025-00446-x · 2025 · External reference
Robust active flow control over a range of Reynolds numbers using an artificial neural network trained through deep reinforcement learning
10.1063/5.0006492 · 2020 · External reference
Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis
10.1017/jfm.2018.283 · 2018 · External reference
Turbulent flow around a square cylinder at Reynolds number 22,000: A DNS study
10.1016/j.compfluid.2015.09.013 · 2015 · External reference
Recent advances in applying deep reinforcement learning for flow control: perspectives and future directions
10.1063/5.0143913 · 2023 · External reference
Experimental characterization of the unsteady natural wake of the full-scale square back Ahmed body: flow bi-stability and spectral analysis
10.1007/s00348-015-1972-0 · 2015 · External reference
The finite-length square cylinder near wake
10.1017/s0022112009990693 · 2009 · External reference
Dynamic feature-based deep reinforcement learning for flow control of circular cylinder with sparse surface pressure sensing
10.1017/jfm.2024.333 · 2024 · External reference
Numerical simulation and deep neural network revealed drag reduction of microstructured three-dimensional square cylinders at high reynolds numbers
2022 · External reference
Deep reinforcement transfer learning of active control for bluff body flows at high Reynolds number
10.1017/jfm.2023.637 · 2023 · External reference
Active flow control for bluff body drag reduction using reinforcement learning with partial measurements
10.1017/jfm.2024.69 · 2024 · External reference
Deep reinforcement cross-domain transfer learning of active flow control for three-dimensional bluff body flow
10.1016/j.jcp.2025.113893 · 2025 · External reference
The effect of aspect ratio on the wake structure of finite wall-mounted square cylinders
10.1017/jfm.2019.522 · 2019 · External reference
Flow patterns and vortex shedding behavior behind a square cylinder
10.1016/j.jweia.2011.06.006 · 2011 · External reference
Optimizing flow control with deep reinforcement learning: Plasma actuator placement around a square cylinder
10.1063/5.0174724 · 2023 · External reference
Flow control over a finite wall-mounted square cylinder by using multiple plasma actuators
10.1115/1.4064387 · 2024 · External reference
Numerical study on passive flow and noise control of finite wall-mounted cylinder with porous coatings
2025 · External reference
Tomographic PIV investigation on 3D wake structures for flow over a wall-mounted short cylinder
10.1017/jfm.2017.647 · 2017 · External reference
An analysis of numerical errors in large-eddy simulations of turbulence
10.1006/jcph.1996.0088 · ExternalCitation · doi-reference
Measurements of the flow over a low-aspect-ratio cylinder mounted on a ground plane
10.1007/s00348-005-0949-9 · ExternalCitation · doi-reference
Synthetic jet control of separation in the flow over a circular cylinder
10.1007/s00348-012-1302-8 · ExternalCitation · doi-reference
Experimental characterization of the unsteady natural wake of the full-scale square back Ahmed body: flow bi-stability and spectral analysis
10.1007/s00348-015-1972-0 · ExternalCitation · doi-reference
Evolution of the bi-stable wake of a square-back automotive shape
10.1007/s00348-017-2473-0 · ExternalCitation · doi-reference
Dynamics of the recirculating areas of a forward-facing step
10.1007/s00348-018-2608-y · ExternalCitation · doi-reference
Numerical investigation of the flow characteristics around two sequential cylinders with circular and square cross-sections
10.1007/s00773-024-00987-4 · ExternalCitation · doi-reference
Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at ReD=3900
10.1007/s10494-025-00642-x · ExternalCitation · doi-reference
Drag reduction on a square cylinder using multiple detached control cylinders
10.1007/s12205-017-0239-0 · ExternalCitation · doi-reference
Dynamics of the forced wake of a square cylinder with embedded flapping jets
10.1016/j.apor.2022.103078 · ExternalCitation · doi-reference
Turbulent flow around a square cylinder at Reynolds number 22,000: A DNS study
10.1016/j.compfluid.2015.09.013 · ExternalCitation · doi-reference
Large-eddy simulations of flow past a square cylinder using structured and unstructured grids
10.1016/j.compfluid.2016.07.013 · ExternalCitation · doi-reference
Influence of channel shape on the thermal and hydraulic performance of microchannel heat sink
10.1016/j.icheatmasstransfer.2010.12.031 · ExternalCitation · doi-reference
Optimizing synthetic jet placement for control stability in increasing Reynolds number flows based on deep reinforcement learning
10.1016/j.icheatmasstransfer.2025.109203 · ExternalCitation · doi-reference
Controlled flow over a finite square cylinder using suction and blowing
10.1016/j.ijmecsci.2019.04.013 · ExternalCitation · doi-reference
Deep reinforcement cross-domain transfer learning of active flow control for three-dimensional bluff body flow
10.1016/j.jcp.2025.113893 · ExternalCitation · doi-reference
Aerodynamic characteristics of two side-by-side circular cylinders and application of wavelet analysis on the switching phenomenon
10.1016/j.jfluidstructs.2003.07.005 · ExternalCitation · doi-reference
Suppression of vortex shedding from a rectangular cylinder at low Reynolds numbers
10.1016/j.jfluidstructs.2013.08.001 · ExternalCitation · doi-reference
Experimental investigation of flow over a square cylinder with an attached splitter plate at intermediate Reynolds number
10.1016/j.jfluidstructs.2017.10.012 · ExternalCitation · doi-reference
On the Reynolds number sensitivity of the aerodynamics of bluff bodies with sharp edges
10.1016/j.jweia.2006.01.011 · ExternalCitation · doi-reference
Flow patterns and vortex shedding behavior behind a square cylinder
10.1016/j.jweia.2011.06.006 · ExternalCitation · doi-reference
On the correlation between aerodynamic drag and wake flow for a generic high-speed train
10.1016/j.jweia.2021.104698 · ExternalCitation · doi-reference
VLES of drag reduction for high Reynolds number flow past a square cylinder based on OpenFOAM
10.1016/j.oceaneng.2019.106450 · ExternalCitation · doi-reference
Near wake of a circular cylinder submitted to blowing–II: impact on the dynamics
10.1016/s0017-9310(01)00021-7 · ExternalCitation · doi-reference
Turbulent separation upstream of a forward-facing step
10.1017/jfm.2013.113 · ExternalCitation · doi-reference
Wake vortex evolution of square cylinder with a slot synthetic jet positioned at the rear surface
10.1017/jfm.2016.833 · ExternalCitation · doi-reference
Tomographic PIV investigation on 3D wake structures for flow over a wall-mounted short cylinder
10.1017/jfm.2017.647 · ExternalCitation · doi-reference
Spectral proper orthogonal decomposition and its relationship to dynamic mode decomposition and resolvent analysis
10.1017/jfm.2018.283 · ExternalCitation · doi-reference
On the unsteady characteristics of turbulent separations over a forward–backward-facing step
10.1017/jfm.2018.962 · ExternalCitation · doi-reference
The effect of aspect ratio on the wake structure of finite wall-mounted square cylinders
10.1017/jfm.2019.522 · ExternalCitation · doi-reference
Flows over surface-mounted bluff bodies with different spanwise widths submerged in a deep turbulent boundary layer
10.1017/jfm.2019.617 · ExternalCitation · doi-reference
Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control
10.1017/jfm.2019.62 · ExternalCitation · doi-reference
Effect of excitation frequency on flow characteristics around a square cylinder with a synthetic jet positioned at front surface
10.1017/jfm.2019.703 · ExternalCitation · doi-reference
Simulations of the bi-modal wake past three-dimensional blunt bluff bodies
10.1017/jfm.2019.92 · ExternalCitation · doi-reference
Mechanics of bluff body drag reduction during transient near-wake reversals
10.1017/jfm.2020.275 · ExternalCitation · doi-reference
Topological description of near-wall flows around a surface-mounted square cylinder at high Reynolds numbers
10.1017/jfm.2021.1043 · ExternalCitation · doi-reference
Time-resolved wake dynamics of finite wall-mounted circular cylinders submerged in a turbulent boundary layer
10.1017/jfm.2021.265 · ExternalCitation · doi-reference
Deep reinforcement transfer learning of active control for bluff body flows at high Reynolds number
10.1017/jfm.2023.637 · ExternalCitation · doi-reference
Dynamic feature-based deep reinforcement learning for flow control of circular cylinder with sparse surface pressure sensing
10.1017/jfm.2024.333 · ExternalCitation · doi-reference
Active flow control for bluff body drag reduction using reinforcement learning with partial measurements
10.1017/jfm.2024.69 · ExternalCitation · doi-reference
Experimental studies of vortices shed from cylinders with a step-change in diameter
10.1017/s002211200600927x · ExternalCitation · doi-reference
The finite-length square cylinder near wake
10.1017/s0022112009990693 · ExternalCitation · doi-reference
The effect of turbulence on the surface pressure field of a square prism
10.1017/s0022112075001437 · ExternalCitation · doi-reference
An experimental study of pressure fluctuations on fixed and oscillating square-section cylinders
10.1017/s0022112082001360 · ExternalCitation · doi-reference
The structure of a turbulent shear layer bounding a separation region
10.1017/s0022112087001605 · ExternalCitation · doi-reference
Experiments on vortex shedding from flat plates with square leading and trailing edges
10.1017/s0022112091001167 · ExternalCitation · doi-reference
A laser-doppler velocimetry study of ensemble-averaged characteristics of the turbulent near wake of a square cylinder
10.1017/s0022112095004435 · ExternalCitation · doi-reference
Properties of the mean recirculation region in the wakes of two-dimensional bluff bodies
10.1017/s0022112097007179 · ExternalCitation · doi-reference
Deep reinforcement learning for active flow control in a turbulent separation bubble
10.1038/s41467-025-56408-6 · ExternalCitation · doi-reference
Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning
10.1038/s44172-025-00446-x · ExternalCitation · doi-reference
Control of circular cylinder wakes using base mass transpiration
10.1063/1.1409968 · ExternalCitation · doi-reference
The effect of subgrid-scale models on the near wall vortices: a priori tests
10.1063/1.2732455 · ExternalCitation · doi-reference
Alternating half-loop shedding in the turbulent wake of a finite surface-mounted square cylinder with a thin boundary layer
10.1063/1.3623463 · ExternalCitation · doi-reference
Assessment of subgrid-scale models with a large-eddy simulation-dedicated experimental database: the pulsatile impinging jet in turbulent cross-flow
10.1063/1.4890855 · ExternalCitation · doi-reference
A computational study of drag reduction and vortex shedding suppression of flow past a square cylinder in presence of small control cylinders
10.1063/1.4982696 · ExternalCitation · doi-reference
Accelerating deep reinforcement learning strategies of flow control through a multi-environment approach
10.1063/1.5116415 · ExternalCitation · doi-reference
Robust active flow control over a range of Reynolds numbers using an artificial neural network trained through deep reinforcement learning
10.1063/5.0006492 · ExternalCitation · doi-reference
Applying deep reinforcement learning to active flow control in weakly turbulent conditions
10.1063/5.0037371 · ExternalCitation · doi-reference
Active flow control of the dynamic wake behind a square cylinder using combined jets at the front and rear stagnation points
10.1063/5.0043191 · ExternalCitation · doi-reference
Characteristics of flow past elongated bluff bodies with underbody gaps due to varying inflow turbulence
10.1063/5.0072390 · ExternalCitation · doi-reference
Effect of incoming boundary layer thickness on the flow dynamics of a square finite wall-mounted cylinder
10.1063/5.0076541 · ExternalCitation · doi-reference
Square cylinder flow controlled by a synthetic jet at one leading edge
10.1063/5.0139705 · ExternalCitation · doi-reference
Recent advances in applying deep reinforcement learning for flow control: perspectives and future directions
10.1063/5.0143913 · ExternalCitation · doi-reference
Optimizing flow control with deep reinforcement learning: Plasma actuator placement around a square cylinder
10.1063/5.0174724 · ExternalCitation · doi-reference
Large eddy simulations of cavitation around a pitching–plunging hydrofoil
10.1063/5.0177678 · ExternalCitation · doi-reference
Active flow control for bluff body under high Reynolds number turbulent flow conditions using deep reinforcement learning
10.1063/5.0253696 · ExternalCitation · doi-reference
On the justification and extension of mixed models in LES
10.1080/14685240701742335 · ExternalCitation · doi-reference
Improving LES with OpenFOAM by minimising numerical dissipation and use of explicit algebraic SGS stress model
10.1080/14685248.2019.1706740 · ExternalCitation · doi-reference
Influence of the bluff body shear layers on the wake of a square prism in a turbulent flow
10.1103/physrevfluids.1.044406 · ExternalCitation · doi-reference
Deep reinforcement learning-guided active control of turbulent flows
10.1103/y7cc-2xh7 · ExternalCitation · doi-reference
Characteristics of the flow past a wall-mounted finite-length square cylinder at low Reynolds number with varying boundary layer thickness
10.1115/1.4042751 · ExternalCitation · doi-reference
The effects of upstream wall roughness on the spatio-temporal characteristics of flow separations induced by a forward-facing step
10.1115/1.4050206 · ExternalCitation · doi-reference
Flow control over a finite wall-mounted square cylinder by using multiple plasma actuators
10.1115/1.4064387 · ExternalCitation · doi-reference
Deep reinforcement learning for turbulent drag reduction in channel flows
10.1140/epje/s10189-023-00285-8 · ExternalCitation · doi-reference
Control of flow over a bluff body
10.1146/annurev.fluid.39.050905.110149 · ExternalCitation · doi-reference
Flow around a finite circular cylinder on a flat plate: cylinder height greater than turbulent boundary layer thickness
10.1299/jsme1958.27.2142 · ExternalCitation · doi-reference
Guide to spectral proper orthogonal decomposition
10.2514/1.j058809 · ExternalCitation · doi-reference
Numerical characterisation of active drag and lift control for a circular cylinder in cross-flow
10.3390/app7111166 · ExternalCitation · doi-reference
