
Research Area: Sensory Perception & Cognition
Profile and Research
I am a theoretical physicist and hold the Chair of Simulation of Scientific Processes in the School of Natural Sciences. There, I use a wide range of simulation methods to model complex systems in condensed matter physics and statistical physics, as well as in socio-economic contexts. At MeTech, I serve as the methodological bridge between mathematics and physics on the one hand, and applications in the description of cognitive processes and human behavior on the other. My research focuses on computer models of neural networks, the modeling of epidemic and general propagation processes, complex networks, stochastic processes, Monte Carlo simulations, global optimization, Bayesian inference, machine learning, and artificial intelligence, as well as methods of high-performance computing. In this regard, MeTech offers me excellent opportunities for collaboration with other members.
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