Research Projects

• Data-Driven Turbulence Modeling: Using unsupervised machine learning and GEP to improve RANS closure models. (Current at University of Melbourne)
• High-Speed Non-Equilibrium Flows: Development of numerical methods for viscous reactive flows in state-to-state and multi-temperature formulations. (SPbU)
• UnDiFi-2D: Development of an unstructured discontinuity fitting code for 2D grids.
• KAPPA Library: Kinetic Approach to Physical Processes in Atmospheres library in C++.
• Viscous Fingering: Numerical investigation of viscous finger phenomenon in porous media. (SPbU & Gazprom Neft)

Teaching

• Hypersonics (Sep. 2020 – Sep. 2022, SPbU)
• Machine Learning for Fluid Mechanics (Mar. 2021 – Sep. 2022, SPbU)
• Modern Scientific Visualization (Mar. 2021 – Jun. 2021, SPbU)
• Scientific Paper Writing (Mar. 2021 – Jun. 2021, SPbU)
• Concepts of Modern Natural Science (Mar. 2021 – Jun. 2021, SPbU)

Service & Outreach

• Reviewer: Peer-reviewed several journals in computational fluid dynamics and aeronautics.
• Conference Participation: Regularly presenting at international symposia (RGD, ISSW, ECFD).
• Open Source: Actively maintaining and contributing to scientific software on GitHub.