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

We are at the LPS2025 in Vienna

🌍 Teams from theDepartment of mathematical Modelling and data analysts (MMDA), Igor Sikorsky Kyiv Polytechnic Institute and Department of Geographical Sciences, University of Maryland (GEOG UMD) are participating in the ESA Living Planet Symposium (LPS25) in Vienna!

We are the organizers of section F.05.03 –  Tracking Conflict Impacts: Earth Observation for Socio-Economic Resilience and Global Policy Support

🗓️ 27 June | 13:00 – Posters | 14:30 – oral presentations

The section will discuss how satellite data helps assess the consequences of conflicts, restore the environment, and support evidence-based decision-making in the areas of energy, climate, and post-conflict reconstruction.… Continue reading

Discussion of educational programs

On March 17, 2025, academics, students, graduates, and representatives of partner organizations gathered together.
In a relaxed atmosphere, we discussed not only individual disciplines, but also the prospects of educational programs, the expectations of all participants in the process, and joint development strategies.… Continue reading

A meeting of the communication platform with Dr. Nazar Kholod took place

On February 26, 2025, a communication platform meeting was held with Dr. Nazar Kholod, a researcher at the Joint Global Change Research Institute, dedicated to the topic “Global Change Analysis Model (GCAM) and Multisectoral Dynamics.”

During the discussion, Dr. Kholod presented GCAM, one of the leading integrated models that analyze the interconnections between the economy, energy, water resources, land, and climate.… Continue reading