Copertina

Mesh-Agnostic Decoders for Supercritical Airfoil Prediction and Inverse Design

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Li, Runze, Zhang, Yufei, Chen, Haixin
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Fluid Dynamics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Fast buffet onset prediction and optimization method based on a pre-trained flowfield prediction model
di: Yang, Yunjia, et al.
Pubblicazione: (2024)

Rapid aerodynamic prediction of swept wings via physics-embedded transfer learning
di: Yang, Yunjia, et al.
Pubblicazione: (2024)

Large Airfoil Models
di: Lee, Howon, et al.
Pubblicazione: (2024)

Machine-learning-based multipoint optimization of fluidic injection parameters for improving nozzle performance
di: Yang, Yunjia, et al.
Pubblicazione: (2024)

Effect of Turbulence-Closure Consistency on Airfoil Identification
di: Zhang, Zhen, et al.
Pubblicazione: (2025)

Airfoil Synchronous Surging and Pitching
di: Strangfeld, C., et al.
Pubblicazione: (2024)

Diffusion Model Driven Airfoil Design: From Geometry Encoding to Practical Applications
di: Geng, Yingfan, et al.
Pubblicazione: (2026)

Loop2Net: Data-Driven Generation and Optimization of Airfoil CFD Meshes from Sparse Boundary Coordinates
di: Fan, Lushun, et al.
Pubblicazione: (2025)

Reconstruction and fast prediction of a 3D flow field based on a variational autoencoder
di: Liu, Gongyan, et al.
Pubblicazione: (2023)

An Experimental Study of Noise Reduction in Wind Turbine Airfoils with Serrated Trailing Edges
di: Xue, Weicheng, et al.
Pubblicazione: (2023)

Model Predictive and Reinforcement Learning Methods for Active Flow Control of an Airfoil with Dual-point Excitation of Plasma Actuators
di: Ghaemi, AmirHossein, et al.
Pubblicazione: (2025)

Physics-Informed Neural Networks for Transonic Flows around an Airfoil
di: Wassing, Simon, et al.
Pubblicazione: (2024)

Spanwise Control Authority of Synthetic Jets on a Stalled Airfoil
di: Machado, Adnan, et al.
Pubblicazione: (2024)

Open-Source Parametric Airfoils to Study Geometric Effects on Buffet
di: Zauner, Markus, et al.
Pubblicazione: (2024)

Reinforcement Learning-Based Closed-Loop Airfoil Flow Control
di: Liu, Qiong, et al.
Pubblicazione: (2025)

Airfoil optimization using Design-by-Morphing with minimized design-space dimensionality
di: Lee, Sangjoon, et al.
Pubblicazione: (2025)

Field Inversion Machine Learning for Time-Resolved Unsteady Flows in Airfoil Dynamic Stall
di: Li, Zilong, et al.
Pubblicazione: (2025)

Aerodynamic Prediction of a CRM High-lift Configuration using a modified three equation turbulence mode
di: Zhang, Shaoguang, et al.
Pubblicazione: (2024)

Enhancing Thrust in Flapping Airfoils Through Wake Interactions with Oscillating Cylinder
di: Khan, Amir, et al.
Pubblicazione: (2024)

A Response to "Application of Gauss's Principle to the Classical Airfoil Lift Problem"
di: Taha, Haithem
Pubblicazione: (2026)

Characterizing 3D Reattached Flow on an Airfoil with Finite-Span Synthetic Jets
di: Machado, Adnan, et al.
Pubblicazione: (2024)

Airfoil Tonal Noise Reduction by Roughness Elements. Part II -- Direct Simulations
di: Yuan, Zhenyang, et al.
Pubblicazione: (2024)

Effect of Tripping and Domain-Width on Transonic Buffet on Periodic NASA-CRM Airfoils
di: Lusher, David J., et al.
Pubblicazione: (2024)

Airfoil tonal noise reduction by roughness elements Part I -- Experimental investigation
di: Alva, Elías, et al.
Pubblicazione: (2024)

SuperWing: a comprehensive transonic wing dataset for data-driven aerodynamic design
di: Yang, Yunjia, et al.
Pubblicazione: (2025)

Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction
di: Yang, Sunwoong, et al.
Pubblicazione: (2024)

On the Role of the Wall Curvature in the Development of Flows Reattached over an Airfoil through Unsteady Blowing
di: Shirinzad, Ali, et al.
Pubblicazione: (2024)

Wake Stabilization and Force Modulation via Surface Dimples on an Airfoil at Low-Reynolds-Numbers
di: Sudarsana, Putu Brahmanda, et al.
Pubblicazione: (2025)

Aerodynamic Control of Laminar Separation on a Wall-Bounded Airfoil at Transitional Reynolds Numbers
di: Klewicki, Charles, et al.
Pubblicazione: (2025)

Far-field Boundary Conditions for Airfoil Simulation at High Incidence in Steady, Incompressible, Two-dimensional Flow
di: Golmirzaee, Narges, et al.
Pubblicazione: (2024)

Quantifying Flow separation for ellipse and von-Kármán Airfoil: A dataset of surface pressure and skin friction
di: Winther, Christian Bak, et al.
Pubblicazione: (2026)

A Provably Robust Multi-Jet Framework applied to Active Flow Control of an Airfoil in Weakly Compressible Flow
di: Kaushik, Rohan, et al.
Pubblicazione: (2026)

Graphics Processing Unit/Artificial Neural Network-accelerated large-eddy simulation of turbulent combustion: Application to swirling premixed flames
di: Zhang, Min, et al.
Pubblicazione: (2024)

Numerical Simulation of Wavy-Flap Airfoil Performance at Low Reynolds Number: Insights from Lift and Drag Coefficient Analysis
di: Esabat, Mohammad Amin, et al.
Pubblicazione: (2025)

Comprehensive Study on the Slat Noise of 30P30N High-Lift Airfoil Basd on High-Order Wall-Resolved Large-Eddy Simulation
di: Zhang, Keli, et al.
Pubblicazione: (2024)

Impact of Fuel Injection Temperature Dynamics on the Stability of Liquid Oxygen-Methane Supercritical Combustion
di: Sharma, Abhishek, et al.
Pubblicazione: (2025)

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

Flow Topology Optimization at High Reynolds Numbers Based on Modified Turbulence Models
di: Wu, Chenyu, et al.
Pubblicazione: (2022)

Active Control of Turbulent Airfoil Flows Using Adjoint-based Deep Learning
di: Liu, Xuemin, et al.
Pubblicazione: (2025)

A Hybrid CNN-Cheby-KAN Framework for Efficient Prediction of Two-Dimensional Airfoil Pressure Distribution
di: Chen, Yaohong, et al.
Pubblicazione: (2025)