Research Interests: Thermodynamics and dynamics of phase transitions affected by chemical reactions, liquid polyamorphism, and dissipative mesoscopic structures. Critical phenomena in fluids, fluid mixtures, polymer solutions, and other soft condensed matter systems. Applications of machine learning to science and engineering practice.