Dr. Marek Ružička is an Assistant Professor at the Department of Computers and Informatics at the Technical University of Košice. He completed his doctoral studies under the mentorship of Professor Ing. Juraj Gazda, PhD., focusing on the application of machine learning principles within dynamic Radio Access Network (RAN) operators' networks. Marek Ružička's research primarily concentrates on implementing deep learning technologies in 5G dynamic RAN networks. He is actively developing advanced techniques to enhance the efficiency of algorithms for positioning UAV-mounted base stations, with a particular emphasis on energy efficiency. In 2021, he enriched his expertise through an internship at the Czech Technical University in Prague, where he contributed to the 6G mobile research laboratory.

His current research endeavors include exploring Physics-Informed Neural Networks (PINNs) for practical applications. The insights gained from this research have been instrumental in developing the online AI-powered simulator siml.ai.

Research interests:

• UAVs
• Deep Learning
• 5G
• Dynamic RAN
• Physics-Informed Neural Networks

Publications: