Comparative Study of Random Forest and Gradient Boosting Algorithms to Predict Airfoil Self-Noise

Airfoil noise due to pressure fluctuations impacts the efficiency of aircraft and has created significant concern in the aerospace industry. Hence, there is a need to predict airfoil noise. This paper uses the airfoil dataset published by NASA (NACA 0012 airfoils) to predict the scaled sound pressur...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής

Κύριοι συγγραφείς:	Shantaram B. Nadkarni, G. S. Vijay, Raghavendra C. Kamath
Μορφή:	Artigo
Γλώσσα:	Inglês
Έκδοση:	MDPI AG 2023-12-01
Σειρά:	Engineering Proceedings
Θέματα:	airfoil self-noise random forest extra trees gradient boosting XGBoost feature importance
Διαθέσιμο Online:	https://www.mdpi.com/2673-4591/59/1/24
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