Research

Aerodynamics, surrogates and UAV design

Machine-learning surrogates for airfoil performance, CFD comparison of UAV configurations, path planning and noise-reducing wing edges.

NASA's Ikhana unmanned aircraft in flight — NASA's Ikhana unmanned aircraft in flight. Photo: AFRC · public domain · NASA Image and Video Library

Publications · 4

2026Comparative aerodynamic analysis of four tail configurations in unmanned aerial vehicles using computational fluid dynamicsAircraft Engineering and Aerospace Technology

2025Serrasyonlu kanat kenarları ve gürültü azaltma: Aerodinamik çalışmalara genel bir bakışHavacılık ve Uzay Çalışmaları Dergisi

2024Airfoil aerodynamic performance prediction using machine learning and surrogate modelingOAHeliyon

2023A Three-Dimensional UCAV Path Planning Approach Based on Immune Plasma AlgorithmOAInternational Journal of Computational Intelligence Systems