Stanislava and Ilia successfully defended their bachelor’s degrees
Congratulations to Stanislava and Ilya on defending their bachelor’s theses!
Today our lab congratulates Ilya Gerasimov and Stanislava Vostrikova, who have both earned top marks for their bachelor’s theses. Ilya presented a model that blends large-eddy simulations with machine learning techniques to speed up predictions of pollutant dispersion in the atmospheric boundary layer, while Stanislava showed how ML algorithms—together with the extensive dataset she compiled—can more accurately reconstruct time-series of relative humidity over the ocean. We are proud of their achievements and look forward to their continued contributions to our research team.
Mikhail Krinitskiy
Head of lab
Current research interests are machine learning and deep learning of various flavours applied in Earth Sciences started with observational applications, now shifted to generic data mining and natural processes modeling. The main applications are in Atmospheric sciences, including remote sensing, and also in Ocean sciences. There are also some applications in geochemistry and paleoreconstruction applications. Lecturing masters courses “Machine learning for Earth Sciences” and “Deep learning for Earth Sciences,” a.k.a. ML4ES and DL4ES (Rus.) in Moscow Institute of Physics and Technology and in Lomonosov Moscow State University.