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Deep Active Subspace Method For Dominant Factor Exploration and Optimization in Fan-Shaped Film Cooling by xrli0932 is a document available to read on EtoBox.

What is Deep Active Subspace Method For Dominant Factor Exploration and Optimization in Fan-Shaped Film Cooling about?

This study presents a novel Deep Active Subspace (DAS) algorithm that integrates deep learning with the active subspace method to analyze and optimize fan-shaped film cooling performance. The algorithm effectively identifies key factors influencing cooling effectiveness, revealing that the blowing ratio, expansion angle, and density ratio are the most significant, while providing rapid predictions with high accuracy. The findings indicate optimal expansion angles for performance, highlighting the potential

Author

xrli0932

Language

EN