FACDO: Feature-Aware Conditional Diffusion Oversampler for Robust Minority Oversampling in Imbalanced Credit Risk and Fraud Classification

Onur Yaman, M.Sc.
Department of Scientific Computing
February 2026

Supervisor: Ömür Uğur (Institute of Applied Mathematics, Middle East Technical University, Ankara)

Infrared Small Target Detection with YOLO: performance analysis and optimization

Abdulkarim Atrash, M.Sc.
Department of Scientific Computing
September 2025

Supervisor: Ömür Uğur (Institute of Applied Mathematics, Middle East Technical University, Ankara)
Co-Supervisor: Şeyda Ertekin Bolelli (Computer Engıneering, Middle East Technical University, Ankara)

Loose Coupling of SU2 Multiphysics Code with PATO to Analyze the Surface Recession Effect on Surface Heat Flux

Mutlu Çelik, M.Sc.
Department of Scientific Computing
December 2022

Supervisor: Ömür Uğur (Institute of Applied Mathematics, Middle East Technical University, Ankara)
Co-Supervisor: Sinan Eyi (Aerospace Engıneering, Middle East Technical University, Ankara)

Data-Driven Model Discovery and Control of Lateral-Directional Fighter Aircraft Dynamics

Can Öznurlu, M.Sc.
Department of Scientific Computing
August 2022

Supervisor: Ömür Uğur (Institute of Applied Mathematics, Middle East Technical University, Ankara)
Co-Supervisor: Tayfun Çimen (Turkish Aerospace, Turkey)

Seismic First Arrival Traveltime Inversion Harnessing Physics Informed Neural Networks

İsa Eren Yıldırım, M.Sc.
Department of Scientific Computing
February 2022

Supervisor: Ömür Uğur (Institute of Applied Mathematics, Middle East Technical University, Ankara)
Co-Supervisor: Umair bin Waheed (Geosciences, King Fahd University of Petroleum & Minerals (KFUPM), Saudi Arabia)

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Research

Research Networks

Orta Doğu Teknik Üniversitesi, Uygulamalı Matematik Enstitüsü, Üniversiteler Mahallesi, Dumlupınar Bulvarı No:1, 06800 Çankaya/Ankara