Izmir Bakırcay University
Yeşim Aygül
Research Assistant & PhD Candidate specialising in Network Analysis, Machine Learning, and Virtual Reality.
View My Work
Izmir Bakırcay University
Research Assistant & PhD Candidate specialising in Network Analysis, Machine Learning, and Virtual Reality.
View My WorkBiography
I completed my BSc in Mathematics (Computer Science Track) at Ege University (2020) and my MSc in Computer Science at Ege University (2023), receiving the Best Master's Thesis Award from the Graduate School of Natural and Applied Sciences. Currently, I am pursuing a PhD in Computer Engineering at Izmir Bakırcay University, where I have been working as a Research Assistant since April 2024.
My doctoral studies are centred on distributed algorithm design and its applications in network optimisation. My broader research interests include critical element detection in networks, machine learning for healthcare, and Virtual Reality-based training systems. I am currently an Erasmus+ Intern Trainee at the University of Antwerp, Department of Computer Science (Jan–Mar 2026).
Erasmus+ Intern Trainee · Jan–Mar 2026
University of Antwerp, Dept. of Computer Science (Middelheim Campus), Belgium
Best Master's Thesis Award · 2024
Graduate School of Natural and Applied Sciences, Ege University — Dept. of Computer Science (MSc)
TUBITAK Grant · 2021–2023
Grant No. 121F092 — Design and Analysis of Algorithms for Identifying Critical Elements in Networks
Focus
01
Designing centralised and distributed algorithms for detecting critical nodes and edges in multi-hop wireless networks to maximise connectivity and resilience.
02
Prediction of disease severity, survival analysis, and clinical decision support using classical ML and deep learning approaches on real-world medical datasets.
03
Scenario design and evaluation for occupational safety and campus digitalisation using immersive VR technologies for effective skill acquisition.
Selected Work
Iğdır Üniversitesi Fen Bilimleri Dergisi · 2025
Aygül Y. et al. — Iğdır Univ. J. Inst. Sci. Tech. (2025).
DOI: 10.21597/jist.1569294PCI 2025 · Conference Paper
Aygül Y. et al. — PCI 2025, IEEE.
DOI: 10.1109/PCI66488.2025.11219847Gümüşhane Üniversitesi Fen Bilimleri Dergisi · 2025
Aygül Y. et al. — Gümüşhane Univ. J. Inst. Sci. Tech. (2025).
DOI: 10.17714/gumusfenbil.1569247Karaelmas Science and Engineering Journal · 2025
Aygül Y. et al. — Karaelmas Fen ve Mühendislik Dergisi (2025).
DOI: 10.7212/karaelmasfen.1498475Ad Hoc Networks · 2025
Aygül Y. et al. — Ad Hoc Networks, 103744 (2025).
DOI: 10.1016/j.adhoc.2024.103744BMC Emergency Medicine · 2024
Yazici H., Ugurlu O., Aygul Y., Ugur M.A., Sen Y.K., Yildirim M. — BMC Emerg Med 24, 101 (2024).
DOI: 10.1186/s12873-024-01023-9arXiv · 2024
Aygül Y. et al. — arXiv (2024).
DOI: 10.48550/arXiv.2408.12305Yüzüncü Yıl Üniversitesi Fen Bilimleri Dergisi · 2023
Aygül Y. et al. — Van Yüzüncü Yıl Univ. J. Inst. Nat. Appl. Sci. (2023).
DOI: 10.53433/yyufbed.1240021PCI 2023 · Conference Paper
Aygül Y. et al. — 2023 5th International Conference on Problems of Cybernetics and Informatics (PCI), IEEE.
DOI: 10.1109/PCI60110.2023.10326015Turkish Journal of Trauma and Emergency Surgery · 2023
Yazıcı H., Ugurlu O., Aygul Y., Yildirim M., Uçar A.D. — Ulus Travma Acil Cerrahi Derg 29(10):1130–1137 (2023).
DOI: 10.14744/tjtes.2023.79968Get in Touch