Data-driven inverse airfoil design using class shape transformation parameterization

Sanoj P Suresh, Ajit Kumar, Gautam Choubey, Jagat Jyoti Rath, Department of Mechanical and Aerospace Engineering, Department of Aeronautical Engineering, Annasaheb Dange College of Engineering and Technology, Department of Mechanical Engineering, NIT Silchar, Department of Electrical Engineering, MNNIT Allahabad

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering

Published online on May 23, 2026

Abstract

Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering, Ahead of Print.
Inverse airfoil design aims to identify a geometry that satisfies specified aerodynamic performance targets. This study presents a data driven inverse modeling framework that predicts airfoil geometry using key input parameters such as lift coefficient (C...