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 …
Error Sampling and Synthesis for High-Order Node Movement
The presented work focuses on the error sampling and synthesis procedure within an
optimization framework for high-order, metric-based mesh adaptation in high-order, finite …
optimization framework for high-order, metric-based mesh adaptation in high-order, finite …