Design of Supercritical AIrfoil for Shock Wave Reduction Using Xai-Based Counterfactual Explanations

Key Points

• To design a supercritical airfoil that effectively reduces shock waves using explainable artificial intelligence (XAI).
• Utilized supercritical flow principles in airfoil design.
• Implemented explainable AI (XAI) techniques for optimization.
• Conducted simulations to evaluate shock wave behavior.
• Notable reduction in shock wave intensity was achieved.
• Counterfactual explanations provided insights into design variations.
• Proposed design outperformed traditional methods in simulations.