Models of epidemic spread, in particular COVID-19 as a model of stochastic chemical kinetics
Various approaches to modeling the spread of epidemics, differential equations and Markov processes.
Optimization
Optimization methods for quadratic problems with large dimensionality
Comparison of different methods of solving high-dimensional linear regression problems.