About
Şimal Ekin Demiral is a full-time Research Assistant at the Faculty of Engineering and Natural Sciences of Işık University, specializing in Industrial Engineering and Operations Research. Her work focuses on modeling complex systems using advanced statistical methods.
- Education:
- MSc in Industrial Engineering (Operations Research), Işık University (2021–2024)
- BS in Industrial Engineering, Işık University (2016–2021), with a 75% scholarship
Research interests intersect with Bayesian Networks, predictive maintenance, and industrial system dependencies. She has contributed to proceedings and projects analyzing CNC machine degradation through dynamic Bayesian modeling.
Her scientific work, such as the project Karmaşık Sistemlerin Dinamik Bayes Ağları ile Fırsatçı Bakımı, highlights her expertise in applying probabilistic graphical models to industrial reliability challenges.
Şimal teaches Operations Research I (2022–2025) and Operations Research II (2021–2022) at the undergraduate level.
Contact: ekin.demiral@isikun.edu.tr | LinkedIn profile
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