CycleMLP++: An efficient and flexible modeling framework for subsonic airfoils
Artificial intelligence techniques are considered an effective means to accelerate flow field
simulations. However, current deep learning methods struggle to achieve generalization to …
simulations. However, current deep learning methods struggle to achieve generalization to …
QLingNet: An efficient and flexible modeling framework for subsonic airfoils
Artificial intelligence techniques are considered an effective means to accelerate flow field
simulations. However, current deep learning methods struggle to achieve generalization to …
simulations. However, current deep learning methods struggle to achieve generalization to …
Neural-Network Surrogate Model for Flow Stability Analysis Based on Parabolized Stability Equations
TS Henderson, DP Sanjaya… - AIAA SCITECH 2025 …, 2025 - arc.aiaa.org
Use of artificial neural networks (ANN) for effectively modeling the Tollmien-Schlichting (TS)
instabilities in transitional flow simulations has been investigated. This ANN surrogate model …
instabilities in transitional flow simulations has been investigated. This ANN surrogate model …