K. (Kutay) Bölat MSc
K. (Kutay) Bölat MSc
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Kutay is a PhD researcher under the Intelligent Electrical Power Grids (IEPG) group. He received his first Bachelor's degree in Electronics and Communication Engineering at Istanbul Technical University (ITU). Later, he earned his Bachelor's degree in Control and Automation Engineering as his second major from the same university and decided to continue his research under this department. Consequently, he completed his Master's education in Control and Automation Engineering at ITU. During his Bachelor's studies, he researched the design and implementation of next-generation (physical) communication systems, as well as indoor localization via channel state information. He focused his research towards the integrations between Deep Learning and Fuzzy Systems during his Master's. His research interests are mainly probabilistic machine learning, variational Bayesian methods, and (deep) generative models. His doctoral research is focused on the applications of these topics into electrical grid data in order to overcome practical shortcomings such as data unavailability, missing data, multi-rate fusion, and asynchronicity.