Research Projects

1. Principal Investigator: Turkish Aerospace Industries Funding Program

Deep Learning-Based Pressure Distribution Prediction in Unsteady Transonic Flows for Aeroelastic and Aeroacoustic Applications
September 2026 - Present (On-going)

2. Principal Investigator: GE Global Services Gmbh UK Branch Funding Program

Further Extensions and Verification of the Machine Learning and Robust Decision-Making Algorithms in APOW
30.09.2025 - 30.09.2026 (On-going)

3. Principal Investigator: ITU - BAP-Scientific Research Program

Development of Computational Research and Application Infrastructure
23.05.2025 - 23.03.2026

4. Principal Investigator: Turkish Aerospace Industries Funding Program

Modeling Unsteady Flow Characteristics of Supersonic Cavity Flow via Deep Learning, Istanbul, through ITU1773 Technology Transfer Office
01.12.2023 - 01.12.2025

5. Principal Investigator: TUBITAK 1001 Scientific and Technological Research Projects Funding Program

Development of Environmentally Friendly Aircraft with High Aspect Ratio Wings via Multi-fidelity Surrogate Modeling Based Aeroelastic Optimization
01.04.2023 - 01.04.2026

6. Principal Investigator: GE Global Services Gmbh UK Branch Funding Program

Implementation of High Dimensional Bayesian Optimization and Machine Learning Hyperparameter Optimization Capabilities to Automated Process and Optimization Workbench, Istanbul, through ITU1773 Technology Transfer Office
30.09.2024 - 30.09.2025

7. Principal Investigator: Turkish Aerospace Industries Funding Program

Generation Of Generalized Aerodynamics Forces Through CFD-Based Methods For Flutter Prediction, Istanbul, through ITU1773 Technology Transfer Office
01.09.2024 - 01.05.2025

8. Principal Investigator: GE-Vernova Global Services Gmbh UK Branch Funding Program

Implementation of Bayesian Optimization and Machine Learning Algorithms to Automated Process and Optimization Workbench, Istanbul, through ITUNOVA TTO
15.09.2023 - 15.09.2024

9. Principal Investigator: ITU - BAP-Scientific Research Program

Aeroelastic Optimization Under Uncertainty for High Aspect Ratio Wings
10.08.2023 - 10.04.2024

10. Principal Investigator: ITU - BAP-Scientific Research Program

Development of Multifidelity Deep Neural Network for Aeroelastic Predictions of a High Aspect Ratio Wing
21.12.2022 - 23.12.2024

11. Principal Investigator: GE Global Services Gmbh UK Branch Funding Program

Implementation of Multi-Fidelity Models and Neural Architecture Search for Deep and Convolutional Neural Networks, Istanbul, through ITUNOVA TTO
15.09.2022 - 15.09.2023

12. Director: NATO STO Support Program

AVT-SP-002 Turbulence And The Aerodynamic Optimisation of Nonplanar Lifting Systems

Collaboration of Istanbul Technical University (TUR) and University of Glasgow (GBR) , collaborating with Prof. Dr. Konstantinos Kontis

01.07.2018 - 31.06.2023

13. Principal Investigator: ITU - BAP-Scientific Research Program

MultiFidelity and Multi-Disciplinary Design Optimization of A Low Boom Supersonic Transport Aircraft
10.01.2023 - 10.04.2023

14. Principal Investigator: ITU - BAP-Scientific Research Program

Development of a Nonlinear Sonic Boom Prediction Software
07.08.2020 - 08.03.2023

15. Principal Investigator: GE Global Services Gmbh UK Branch Funding Program

Development of Convolutional Neural Network Based Predictive Modeling Code, Istanbul, through ITUNOVA TTO
02.02.2022 - 02.08.2022

16. Principal Investigator: TUBITAK 1001 Scientific and Technological Research Projects Funding Program

Development of Multi-fidelity and Multidisciplinary Methodologies Integrating Sonic Boom, Aeroelasticity and Propulsion System for Supersonic Aircraft Design
2019 - 2022

17. Principal Investigator: GE Global Services Gmbh UK Branch Funding Program

Multi-Fidelity and Multi-Objective Methodology Development, Istanbul, through ITUNOVA TTO
2021 - 2022

18. Principal Investigator: ITU - BAP-Scientific Research Program

Application of Multidisciplinary and Multi-fidelity Optimization Techniques for Supersonic Aircraft
20.12.2019 - 01.02.2021

19. Principal Investigator: ITU - BAP-Scientific Research Program

Stochastic Optimization of Military Naval and Air Vehicles
19.02.2018 - 19.08.2019

20. Principal Investigator, Senior Research Engineer: NASA Commercial
Supersonic Transport Project

Impact of Aeroelastic Uncertainty on Low Sonic Boom Aircraft Shaping Optimization
2015 - 2016

21. Consultant : Wright State Research Institute

Direct and Adjoint Sensitivity Analysis for Nonlinear Static and Dynamic Aeroelastic Systems
2014 - 2015

22. Principal Investigator: ITU-BAP-Scientific Research Program- LINK

S4T Supersonik Uçak Kanadının Aeroelastik Analizlerinde Belirsizlik Ölçümünün Uygulanması (Uncertainty Quantification in Aeroelastic Predictions of the S4T Supersonic Aircraft Wing)
22.07.2015 - 31.12.2015

23. Principal Investigator: TUBITAK 2219 Post-doctoral Research Fellowship

Static and Dynamic Aeroelasticity Problems with Uncertainty Propagation and Stochastic Optimization with Applications in Multidisciplinary Systems
September 2014 - September 2015

24. Visiting Researcher : DFG (German Research Foundation)

The simulation of the blood flow in human aorta by considering the realistic geometry and elasticity of the vane walls, ( principal investigator Prof. Ali Cemal Benim)
1 June 2013 - 31 March 2014

25. Researcher : Ford Otomotiv Sanayi A.S.

Development of a CFD based Optimization Methodology for the Aerodynamic Design of Light Commercial Vehicle (Hafif Ticari Araç Aerodinamik Tasarimi icin CFD Tabanli Optimizasyon Metodolojisi Gelistirilmesi)
9.11.2012 - 31.01.2014

26. Principal Investigator: ITU-BAP-Scientific Research Program

Computational Aeroelasticity Investigations For NATO-RTO-AVT-203 and Aeroelastic Prediction Workshop
May 2012- May 2013

27. Principal Investigator: TUBITAK 3501 National Young Researcher Career Development Program Award

Analysis and Reliability Based Design Optimization of FluidStructure Interaction Problems Subject to Instability Phenomena
May 2006 - November 2010

28. Research Fellow: DARPA (Defense Advanced Research Projects Agency)
(QSP: Quiet Supersonic Platform)

(principal investigator Prof.Charbel Farhat)

29. Research Fellow: NSF (National Science Foundation)

HIGH PERFORMANCE SIMULATION OF MULTIPHYSICS PROBLEMS IN TURBULENCE, CONTROL AND STRUCTURAL DESIGN) (principal investigator Prof.Charbel Farhat)

30. Research Fellow: Air Force Office of Scientific Research

(Multi-disciplinary Optimization, Fluid-Structure Interaction) (principal investigator Prof.Charbel Farhat)

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