High-lift Wing Separation Control via Bayesian Optimization and Deep Reinforcement Learning
Fuente:
arXiv
Guardado en:
| Autores principales: | Montalà, Ricard, Font, Bernat, Lehmkuhl, Oriol, Vinuesa, Ricardo, Rodriguez, Ivette |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Towards Active Flow Control Strategies Through Deep Reinforcement Learning
por: Montalà, Ricard, et al.
Publicado: (2024)
por: Montalà, Ricard, et al.
Publicado: (2024)
Turbulent Boundary Layer in a 3-Element High-LiftWing: Coherent Structures Identification
por: Montalà, Ricard, et al.
Publicado: (2024)
por: Montalà, Ricard, et al.
Publicado: (2024)
Deep Reinforcement Learning in Action: Real-Time Control of Vortex-Induced Vibrations
por: Sababha, Hussam, et al.
Publicado: (2025)
por: Sababha, Hussam, et al.
Publicado: (2025)
Active flow control of a turbulent separation bubble through deep reinforcement learning
por: Font, Bernat, et al.
Publicado: (2024)
por: Font, Bernat, et al.
Publicado: (2024)
Navigation in a Three-Dimensional Urban Flow using Deep Reinforcement Learning
por: Tonti, Federica, et al.
Publicado: (2025)
por: Tonti, Federica, et al.
Publicado: (2025)
On Deep-Learning-Based Closures for Algebraic Surrogate Models of Turbulent Flows
por: Eiximeno, Benet, et al.
Publicado: (2024)
por: Eiximeno, Benet, et al.
Publicado: (2024)
Deep-reinforcement-learning-based separation control in a two-dimensional airfoil
por: Garcia, Xavier, et al.
Publicado: (2025)
por: Garcia, Xavier, et al.
Publicado: (2025)
Additive-feature-attribution methods: a review on explainable artificial intelligence for fluid dynamics and heat transfer
por: Cremades, Andrés, et al.
Publicado: (2024)
por: Cremades, Andrés, et al.
Publicado: (2024)
Physics-guided surrogate learning enables zero-shot control of turbulent wings
por: Wang, Yuning, et al.
Publicado: (2026)
por: Wang, Yuning, et al.
Publicado: (2026)
Differentially heated turbulent channel flow two-point correlations
por: Garcia-Berenguer, Marina, et al.
Publicado: (2024)
por: Garcia-Berenguer, Marina, et al.
Publicado: (2024)
Timescale Separation Enables Deep Reinforcement Learning Control of Rotating Detonation Engine Mode Transitions
por: Holme, Kristian, et al.
Publicado: (2026)
por: Holme, Kristian, et al.
Publicado: (2026)
Explainable deep reinforcement learning reveals energy-efficient control strategies for turbulent drag reduction
por: Tonti, Federica, et al.
Publicado: (2026)
por: Tonti, Federica, et al.
Publicado: (2026)
SmartFlow: A CFD-solver-agnostic deep reinforcement learning framework for computational fluid dynamics on HPC platforms
por: Xiao, Maochao, et al.
Publicado: (2025)
por: Xiao, Maochao, et al.
Publicado: (2025)
Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction
por: Yang, Sunwoong, et al.
Publicado: (2024)
por: Yang, Sunwoong, et al.
Publicado: (2024)
Impact of Wind Direction on Flow Over a Realistic Urban Area: A Large-Eddy Simulation Study
por: Rodríguez, Ivette, et al.
Publicado: (2025)
por: Rodríguez, Ivette, et al.
Publicado: (2025)
Diff-SPORT: Diffusion-based Sensor Placement Optimization and Reconstruction of Turbulent flows in urban environments
por: Vishwasrao, Abhijeet, et al.
Publicado: (2025)
por: Vishwasrao, Abhijeet, et al.
Publicado: (2025)
pyLOM: A HPC open source reduced order model suite for fluid dynamics applications
por: Eiximeno, Benet, et al.
Publicado: (2024)
por: Eiximeno, Benet, et al.
Publicado: (2024)
Can Explicit Subgrid Models Enhance Implicit LES Simulations? A GPU-Oriented High-Order-Solver Perspective
por: Rubio, Gonzalo, et al.
Publicado: (2025)
por: Rubio, Gonzalo, et al.
Publicado: (2025)
Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning
por: Suárez, P., et al.
Publicado: (2024)
por: Suárez, P., et al.
Publicado: (2024)
Shocks Under Control: Taming Transonic Compressible Flow over an RAE2822 Airfoil with Deep Reinforcement Learning
por: Mondal, Trishit, et al.
Publicado: (2025)
por: Mondal, Trishit, et al.
Publicado: (2025)
Identifying regions of importance in wall-bounded turbulence through explainable deep learning
por: Cremades, Andres, et al.
Publicado: (2023)
por: Cremades, Andres, et al.
Publicado: (2023)
Discovering Flow Separation Control Strategies in 3D Wings via Deep Reinforcement Learning
por: Montalà, R., et al.
Publicado: (2025)
por: Montalà, R., et al.
Publicado: (2025)
Atmospheric boundary layer over urban roughness: validation of large-eddy simulation
por: Teng, Ming, et al.
Publicado: (2025)
por: Teng, Ming, et al.
Publicado: (2025)
Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at $Re_D=3900$
por: Suárez, P., et al.
Publicado: (2024)
por: Suárez, P., et al.
Publicado: (2024)
An Adaptive Framework for Autoregressive Forecasting in CFD Using Hybrid Modal Decomposition and Deep Learning
por: Abadía-Heredia, Rodrigo, et al.
Publicado: (2025)
por: Abadía-Heredia, Rodrigo, et al.
Publicado: (2025)
Methodology for Online Estimation of Rheological Parameters in Polymer Melts Using Deep Learning and Microfluidics
por: Sandubete-López, Juan, et al.
Publicado: (2024)
por: Sandubete-López, Juan, et al.
Publicado: (2024)
Frequency Scaling Laws for Flat Plate Wing Active Separation Control
por: Vey, Stefan, et al.
Publicado: (2025)
por: Vey, Stefan, et al.
Publicado: (2025)
WaterLily.jl: A differentiable and backend-agnostic Julia solver for incompressible viscous flow around dynamic bodies
por: Weymouth, Gabriel D., et al.
Publicado: (2024)
por: Weymouth, Gabriel D., et al.
Publicado: (2024)
A Multi-fidelity Double-Delta Wing Dataset and Empirical Scaling Laws for GNN-based Aerodynamic Field Surrogate
por: Shen, Yiren, et al.
Publicado: (2025)
por: Shen, Yiren, et al.
Publicado: (2025)
Separation control applied to the turbulent flow around a NACA4412 wing section
por: Wang, Yuning, et al.
Publicado: (2025)
por: Wang, Yuning, et al.
Publicado: (2025)
Deep reinforcement learning for tracking a moving target in jellyfish-like swimming
por: Chen, Yihao, et al.
Publicado: (2024)
por: Chen, Yihao, et al.
Publicado: (2024)
Streamwise energy-transfer mechanisms in zero- and adverse-pressure-gradient turbulent boundary layers
por: Deshpande, Rahul, et al.
Publicado: (2024)
por: Deshpande, Rahul, et al.
Publicado: (2024)
Data-Efficient Deep Operator Network for Unsteady Flow: A Multi-Fidelity Approach with Physics-Guided Subsampling
por: Yang, Sunwoong, et al.
Publicado: (2025)
por: Yang, Sunwoong, et al.
Publicado: (2025)
Reduced-order modeling of large-scale turbulence using Koopman $β$-variational autoencoders
por: Halder, Rakesh, et al.
Publicado: (2025)
por: Halder, Rakesh, et al.
Publicado: (2025)
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
por: Lagemann, Christian, et al.
Publicado: (2025)
por: Lagemann, Christian, et al.
Publicado: (2025)
OptMetaOpenFOAM: Large Language Model Driven Chain of Thought for Sensitivity Analysis and Parameter Optimization based on CFD
por: Chen, Yuxuan, et al.
Publicado: (2025)
por: Chen, Yuxuan, et al.
Publicado: (2025)
Surrogate Model for Heat Transfer Prediction in Impinging Jet Arrays using Dynamic Inlet/Outlet and Flow Rate Control
por: Vaillant, Mikael, et al.
Publicado: (2025)
por: Vaillant, Mikael, et al.
Publicado: (2025)
Leveraging unstructured grids for direct numerical simulations of wall turbulence
por: Rouhi, Amirreza, et al.
Publicado: (2026)
por: Rouhi, Amirreza, et al.
Publicado: (2026)
Deep reinforcement learning for the management of the wall regeneration cycle in wall-bounded turbulent flows
por: Cavallazzi, Giorgio Maria, et al.
Publicado: (2024)
por: Cavallazzi, Giorgio Maria, et al.
Publicado: (2024)
A Geometric Foundation for the Universal Laws of Turbulence
por: Sanchis-Agudo, Marcial, et al.
Publicado: (2025)
por: Sanchis-Agudo, Marcial, et al.
Publicado: (2025)
Ejemplares similares
-
Towards Active Flow Control Strategies Through Deep Reinforcement Learning
por: Montalà, Ricard, et al.
Publicado: (2024) -
Turbulent Boundary Layer in a 3-Element High-LiftWing: Coherent Structures Identification
por: Montalà, Ricard, et al.
Publicado: (2024) -
Deep Reinforcement Learning in Action: Real-Time Control of Vortex-Induced Vibrations
por: Sababha, Hussam, et al.
Publicado: (2025) -
Active flow control of a turbulent separation bubble through deep reinforcement learning
por: Font, Bernat, et al.
Publicado: (2024) -
Navigation in a Three-Dimensional Urban Flow using Deep Reinforcement Learning
por: Tonti, Federica, et al.
Publicado: (2025)