New projects of the Ministry of Education and Science for 2026-2028

The staff of the Department of MMDA ER IPT won three projects of the Ministry of Education and Science for 2026-2028!

Within the framework of the competition for fundamental scientific research, applied scientific research, scientific and technical (experimental) developments of young scientists, we are preparing to implement two projects (out of 9 throughout KPI and 239 throughout Ukraine):

✅ Machine learning methods with adaptive fusion of multimodal data for cross-regional transfer of land cover classification models (scientific supervisor – associate professor of the department, dr.… Continue reading

The crop type map of Ukraine used in the JRC report

The crop type map of Ukraine, created by the team of the Department of Mathematical Modeling and Data Analysis of the ER IPT, have been successfully used in the annual bulletin Crop Monitoring in Europe and the Mediterranean, which is prepared by the Joint Research Center of the European Commission (JRC) to assess yields at the regional level.… Continue reading

The digital twin of Ukrainian territories is among the best practices of GeoAI!

The development of the MMDA ER IPT together with the Space Research Institute of the NASU within the framework of the Ukrainian-Swiss scientific project of the NRFU “DT4LC: Developing Scalable Digital Twin Models for Land Cover Change Detection Using Machine Learning” has been recognized as one of the best practices of GeoAI according to the UN-SPIDER version (https://www.un-spider.org/about/MappingDisasterResilience)… Continue reading

A postgraduate student of the Department of Mathematical Modeling and Data Analysis defended his thesis and received a PhD degree

PhD student of the Department of Mathematical Modeling and Data Analysis of the Educational and Research Institute of Physics and Technology NTUU “Igor Sikorsky Kyiv Polytechnic Institute” Anton Okhrimenko, under the supervision of Prof. Nataliia Kussul, successfully defended his dissertation in applied mathematics on the topic “Deep Learning Methods for Analyzing Complex and Imbalanced Data” and received the degree of Doctor of Philosophy (PhD).… Continue reading

Guest lecture by Mykola Lavreniuk “Instance segmentation for field delineation”

On September 18, 2025, a guest lecture by Mykola Lavreniuk was held as part of the training course “AI for the Restoration of the Country” of the educational program of the Department of Mathematical Modeling and Data Analysis of the ER IPT “Mathematical methods of modeling, pattern recognition and computer vision” on the topic “Instance segmentation for field delineation“.… Continue reading