Gaussian process-driven uncertainty quantification of labyrinth seal aero-thermal performance

Key Points

• Aero-thermal performance significantly increases when using gaussian process-driven methodologies.
• The study highlights uncertainty quantification as a key factor in evaluating performance metrics.
• Observational analysis of labyrinth seals evaluates thermal and flow characteristics under varying conditions.
• These findings support better design practices, crucial for enhancing efficiency in aerospace applications.