03.4 - Applied Aerodynamics
INTELLIGENT RECONSTRUCTION METHOD OF AIRFOIL FLOW FIELD BASED ON DEEP ATTENTION NETWORK
K. Zuo¹, X. Yuan, China Aerodynamics Research and Development Center, China; W. Zhang¹, Z. Ye¹; ¹Northwestern Polytechnical University, China
The computation of aerodynamic parameters using Navier-Stokes (NS) equations is notably time-consuming.To address this, a data-driven Deep Attention Network (DAN) is introduced for rapid reconstruction of steady flow fields over various airfoil shapes. DAN model showcases robust generalization capabilities and high prediction accuracy across a wide array of airfoil flow fields.