Dr. Ilhan Mutlu
Data Scientist - PostDoc
Helmholtz Centre for Environmental Research - UFZ
Department Computational Biology
Permoserstr. 15
04318 Leipzig
GERMANY
Building: Building 4.1
Room: Room 239
Phone: +49 341 6025 2055
Email: ilhan.mutlu@ufz.de
Research Interests
- Data integration and processing
- Databases with a specific focus on graph databases
- Toxicology prediction in freshwater bodies
- Development of tools for toxicology prediction
- ML model development
- Optimal control and optimization techniques
Scientific Network
ORCID
Scopus
ResearchGate
Google Scholar
Current Projects
ChEOS (Chemicals in the European Open Science Cloud): In cooperation with PARC and our project partner GWDG, we aim to develop new toxicity prediction and risk assessment approaches for European freshwater bodies.
Previous Publications
2023
- Nazanin Hamedi, İlhan Mutlu, Fatima Rani, and Leon Urbas. "Anomaly Detection in Chemical Processes with Semantic Knowledge Graphs: An Approach to Reduce Cause-Effect Diagrams". In 33rd European Symposium on Computer Aided Process Engineering, 2023.
- Fatima Rani, Valentin Khaydarov, Dennis Bode, İlhan Mutlu, and Leon Urbas. "MLOps Practice: Overcoming the Energy Efficiency Gap, Empirical Support Through ecoKI Platform in the Case of German SMEs ". In PAC- Protection, Automation Control, World Global Conference, 2023.
- Mustafa Saraoglu, Heng Jiang, Manuel Schirmer, İlhan Mutlu, and Klaus Janschek. "A Minimax-based Decision-making Approach for Safe Maneuver Planning in Automated Driving". In American Control Conference. IEEE, 2023.
- Lukas Vogt, Anselm Klose, İlhan Mutlu and Leon Urbas. "Anforderungen an die zukünftige Prozessautomation in der Biopharma-Industrie". 27 Jun 2023, Automation 2023: 24. Leitkongress der Mess- und Automatisierungstechnik;Transformation by Automation. VDI Verlag, Düsseldorf, Vol. 2419. p. 943-957, 15 p.
- Fatima Rani, Xinyu Wang, İlhan Mutlu, and Urbas Leon. "A Centralized MongoDB Based Repository Design for IIoT Data : The ecoKI Project". In 22nd IFAC World Congress, 2023.
2022
- Xinyu Wang, İlhan Mutlu, Fatima Rani, Lucas Drowatzky, and Urbas Leon. "A Comparative Study to Evaluate the Performance of Communication Protocols for Process Industry". In International Telecommunication Networks and Applications Conference. IEEE, 2022.
2020
- Rick Voßwinkel, İlhan Mutlu, Khaled Alaa, and Frank Schrödel. "A Modular and Model-Free Trajectory Planning Strategy for Automated Driving". In 2020 European Control Conference. European Control Association, 2020.
2019
- Rick Voßwinkel, Lorenz Pyta, Frank Schrödel, İlhan Mutlu, Dinu Mihailescu-Stoica, and Naim Bajcinca. "Performance Boundary Mapping for Continuous and Discrete Time Linear Systems". Automatica, 107:272–280, 2019.
- İlhan Mutlu, Matthias Freese, Khaled Alaa, and Frank Schrödel. "Case Study on Model Free Determination of Optimal Trajectories in Highly Automated Driving". In Proceedings of 9th IFAC International Symposium on Advances in Automotive Control, 2019.
- Khaled Alaa, İlhan Mutlu, Frank Schrödel, Dinu Mihailescu-Stoica, and Rick Voßwinkel. "A Combined Approach to Determine Robustly Stabilizing Parameter Spaces". In 2019 27th Mediterranean Conference on Control and Automation (MED), pages 106–111. IEEE, 2019.
2018
- Emre Sariyildiz, İlhan Mutlu, and Rahim Mutlu. "A Disturbance Observer-based Robust Controller Design for Systems with Right Half plane Zeros and Poles". European Journal of Control, 41:53–62, 2018.
- Emre Dincel, Handan Nak, Sirin Akkaya, Mehmet Canevi, İlhan Mutlu, and Mehmet Turan Söylemez. "Robust Control of Railway Traction System". In 9th IFAC Symposium on Robust Control Design, 2018.
- İlhan Mutlu, Juraj Oravec, Frank Schrödel, Rick Voßwinkel, Monika Bakosova, and Mehmet Turan Söylemez. "Robust Model Predictive Control Based on Stabilizing Parameter Space Calculus". In 2018 European Control Conference (ECC). IEEE, 2018.
- Emre Dincel, İlhan Mutlu, Frank Schrödel, and Mehmet Turan Söylemez. "Further Results on Dominant Pole Placement via Stability Mapping Approach". In 3rd IFAC Conference on Advances in Proportional-Integral- Derivative. IFAC, 2018.
- İlhan Mutlu, Frank Schrödel, Dinu Mihailescu-Stoica, Khaled Alaa, and Mehmet Turan Söylemez. "A Case Study on Determining Stability Boundaries of Parameter Uncertain Systems". In 2018 26th Mediterranean Conference on Control and Automation (MED), pages 1–9. IEEE, 2018.
- İlhan Mutlu, Emre Dincel, Mehmet Canevi, and Mehmet Turan Söylemez. "Robust Control of Railway Traction Electric Drive Systems in Terms of Energy Efficiency". In Proceedings of 7th Transport Research Arena (TRA), 2018.