In recent years, postgraduate studies have predominantly focused on the development of mathematical methods and software packages for robotic solutions that are beginning to be actively implemented in such areas as agriculture, medicine, and transport. We invite people who want to develop new mathematical models and software for revolutionary systems – robots for harvesting, drones for automatic care of plantings, smart gardens, and greenhouses as well as robots for medical diagnostics, patient care, etc. We are waiting for those who want to be the first in the world to develop advanced intelligent solutions to make the world a better place!
PhD students form ideas about computer science in the context of artificial intelligence systems, machine learning, neural networks, and heuristic optimization methods.
In the process of studying the discipline, PhD students get acquainted with the basic concepts and provisions of mathematical modeling, numerical techniques, and software complexes necessary for further use in research activities.
PhD students study theory and practice of simulation and agent modeling in practical applications of modeling of production, trade, and finance. In particular, special attention is paid to the development of digital twins of enterprises. The program provides for the implementation of practical applications in the Anylogic environment.
The modern achievements of the theory of cooperative, non-cooperative and dynamic games with applications to competition modeling problems are studied.
Modern models of asset pricing are studied, starting from the classical models of Bachelier, Black–Scholes–Merton, described by stochastic differential equations, and ending with modern martingale models of arbitrage theory. The problems of optimal management of financial assets are also considered.
It is planned to study, first of all, technologies for processing large volumes of unstructured information using graph and document-oriented databases.
Strategic partners: Federal Agroengineering Center VIM, Microsoft Corporation.
Interesting tasks: development of solutions for complex robots operating in heterogeneous environments.
Employment opportunities. For the period of study, PhD students participate in well-paid research work.
Many of our PhD students hold leading and managerial positions in the largest engineering centers, manufacturing companies, agricultural farms, banks, insurance and investment companies, and create fintech startups.
