Cover Image

Separation control applied to the turbulent flow around a NACA4412 wing section

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yuning, Mallor, Fermin, Guardiola, Carlos, Mariani, Raffaello, Vinuesa, Ricardo
Format:	Preprint
Published:	2025
Subjects:	Fluid Dynamics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Opposition control applied to turbulent wings
by: Wang, Yuning, et al.
Published: (2024)

The impact of finite span and wing-tip vortices on a turbulent NACA0012 wing
by: Toosi, Siavash, et al.
Published: (2023)

Physics-guided surrogate learning enables zero-shot control of turbulent wings
by: Wang, Yuning, et al.
Published: (2026)

Wavy-wall-based flow control for the suction side geometry of NACA4412 at Retau = 3000
by: Dróżdż, Artur, et al.
Published: (2026)

Active flow control of a turbulent separation bubble through deep reinforcement learning
by: Font, Bernat, et al.
Published: (2024)

Improving turbulence control through explainable deep learning
by: Beneitez, Miguel, et al.
Published: (2025)

Streamwise energy-transfer mechanisms in zero- and adverse-pressure-gradient turbulent boundary layers
by: Deshpande, Rahul, et al.
Published: (2024)

Deep reinforcement learning for the management of the wall regeneration cycle in wall-bounded turbulent flows
by: Cavallazzi, Giorgio Maria, et al.
Published: (2024)

Prediction of flow and elastic stresses in a viscoelastic turbulent channel flow using convolutional neural networks
by: Balasubramanian, Arivazhagan G., et al.
Published: (2024)

Policy-DRIFT: Dynamic Reward-Informed Flow Trajectory Steering
by: Mahajan, Atharva, et al.
Published: (2026)

Physics-informed deep-learning applications to experimental fluid mechanics
by: Eivazi, Hamidreza, et al.
Published: (2022)

Evidence of quasi equilibrium in pressure-gradient turbulent boundary layers
by: Baxerres, Victor, et al.
Published: (2023)

Triglobal resolvent-analysis-based control of separated flows around low-aspect-ratio wings
by: Ribeiro, Jean Hélder Marques, et al.
Published: (2024)

Classically studied coherent structures only paint a partial picture of wall-bounded turbulence
by: Cremades, Andrés, et al.
Published: (2024)

Effects of Trailing Edge Thickness on NACA 4412 Airfoil Performance at Low Reynolds Numbers: A CFD Analysis
by: Ahmed, Sayed Tanvir, et al.
Published: (2024)

Three-dimensional generative adversarial networks for turbulent flow estimation from wall measurements
by: Cuéllar, Antonio, et al.
Published: (2024)

Linear and nonlinear Granger causality analysis of turbulent duct flows
by: Lopez-Doriga, Barbara, et al.
Published: (2024)

Characteristics of active and inactive motions in high-Reynolds-number turbulent boundary layers
by: Deshpande, Rahul, et al.
Published: (2024)

Vortices, turbulence, and center of pressure in flow over pitching swept wings
by: Deb, Dipan, et al.
Published: (2025)

Utilizing indicator functions with computational data to confirm nature of overlap in normal turbulent stresses: logarithmic or quarter-power
by: Nagib, Hassan, et al.
Published: (2024)

Explainable deep reinforcement learning reveals energy-efficient control strategies for turbulent drag reduction
by: Tonti, Federica, et al.
Published: (2026)

Biglobal resolvent analysis of separated flow over a NACA0012 airfoil
by: Rolandi, Laura Victoria, et al.
Published: (2025)

A numerical investigation of sweep effects on turbulent flow over iced wings
by: Zhou, Ziyu, et al.
Published: (2025)

Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at $Re_D=3900$
by: Suárez, P., et al.
Published: (2024)

Sensitivity study of resolution and convergence requirements for extended overlap region in wall-bounded turbulence
by: Hoyas, Sergio, et al.
Published: (2023)

Active and inactive contributions to the wall pressure and wall-shear stress in turbulent boundary layers
by: Deshpande, Rahul, et al.
Published: (2024)

Low-dimensional representation of intermittent geophysical turbulence with High-Order Statistics-informed Neural Networks (H-SiNN)
by: Foldes, Raffaello, et al.
Published: (2023)

Aspect-ratio effect on the wake of a wall-mounted square cylinder immersed in a turbulent boundary layer
by: Zampino, Gerardo, et al.
Published: (2024)

Reynolds-number effects on the outer region of adverse-pressure-gradient turbulent boundary layers
by: Deshpande, Rahul, et al.
Published: (2023)

Upstream history quantification and scale-decomposed energy analysis for weak-to-strong adverse-pressure-gradient turbulent boundary layers
by: Mahajan, Atharva, et al.
Published: (2025)

Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning
by: Suárez, P., et al.
Published: (2024)

A Mixed-Metric Two-Field Framework for Turbulence: Emergent Stress Anisotropy and Wall Asymptotics from a Single Scalar
by: Sanchis-Agudo, Marcial, et al.
Published: (2026)

Validation and parameterization of a novel physics-constrained neural dynamics model applied to turbulent fluid flow
by: Shankar, Varun, et al.
Published: (2021)

Towards PR-DNS of scour around a wall-mounted cylinder in turbulent open channel flow
by: Bürk, Leo, et al.
Published: (2026)

A Geometric Foundation for the Universal Laws of Turbulence
by: Sanchis-Agudo, Marcial, et al.
Published: (2025)

Preliminary Study of the Effects of Leading-Edge Serration on a Two-Section Planar Wing in ground-effect at Low Reynolds Number
by: Lafond-Saunierr, Arnold, et al.
Published: (2025)

Explainable deep learning reveals the physical mechanisms behind the turbulent kinetic energy equation
by: Alcántara-Ávila, Francisco, et al.
Published: (2026)

Assessment of non-intrusive sensing in wall-bounded turbulence through explainable deep learning
by: Cremades, A., et al.
Published: (2025)

Timescale Separation Enables Deep Reinforcement Learning Control of Rotating Detonation Engine Mode Transitions
by: Holme, Kristian, et al.
Published: (2026)

Phase-based analysis and control of supersonic turbulent cavity flows
by: Godavarthi, Vedasri, et al.
Published: (2025)