Department of Mathematical Modelling and Data Analysis
Educational and Research Institute of Physics and Technology NTUU "Igor Sikorsky Kyiv Polytechnic Institute"
On February 3–5, 2026, NTUU KPI, together with the University of Maryland (UMD), co-organized the international workshop Advanced Research Workshop (ARW) “Science for the Recovery of Ukraine” in Strasbourg, which brought together leading scientists and experts to discuss advanced technologies and their role in the recovery and development of Ukraine.… Continue reading
On February 3-5, 2026, the Department of MMDA ER IPT, together with the University of Maryland (UMD) in Strasbourg, is organizing the Advanced Research Workshop (ARW) “Science for the Recovery of Ukraine”, which aims to unite the global community (scientists, politicians and experts) on Earth observation and artificial intelligence for the recovery of the country.… Continue reading
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
On December 19-21, 2025, the Department of MMDA ER IPT, together with the University of Maryland, organized the section “Earth Intelligence for Safe and Resilient Recovery of Ukraine” at the international scientific conference DESSERT 2025. The section chair was Prof. Andrii Shelestov.… Continue reading
Professor of our department Andrii Shelestov and 1st-year master’s student Sofiia Drozd presented 4 of our papers at the 2024 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2024), which took place on July 7-12, 2024 in Athens, Greece.
Two papers on “Features’ Selection for Forest State Classification Using Machine Learning on Satellite Data” (authors Yevhenii Salii, Volodymyr Kuzin, Alla Lavreniuk, Nataliia Kussul) and “A multimodal dataset for forest damage detection and machine learning” (authors Hanna Yailymova , Bohdan Yailymov, Yevhenii Salii, Volodymyr Kuzin, Andrii Odruzhenko, Serhii Sydorenko, Andrii Shelestov, Nataliia Kussul), were performed within the framework of the HORIZON Europe project “Satellites for Wilderness Inspection and Forest Threat Tracking” (SWIFTT) and were devoted to the use of machine learning in engineering signs for determining damaged forests based on satellite data, as well as forming a data set on the basis of which research was conducted.… Continue reading
On May 23-24, 2024, the starting meeting of the participants of the U_CAN project: Ukraine on the road to carbon neutrality was held in the city of Dresden, which was attended by professor of our department Andrii Shelestov and master’s student Sofia Drozd.… Continue reading
On June 26-28, 2024, Halle (Saale), Germany, hosted the IAMO Forum 2024 on the topic “The Functions of Land in Times of Change: Environmental, Social, and Economic perspectives.”
Several sections were devoted to Ukraine – analysis of war losses and reconstruction strategies.… Continue reading
On May 13-17, 2024, the work of the XXII All-Ukrainian scientific and practical conference of students, postgraduates and young scientists continues, and on May 14, 2024, the work of the “Mathematical modeling and data analysis” section took place, where students demonstrated their achievements.… Continue reading
📢 The Department of MMDA invites students, graduate students and young scientists (under the age of 35) to participate in the 22nd All-Ukrainian Scientific and Practical Conference of Students, Postgraduate Students and Young Scientists “Theoretical and Applied Problems of Physics, Mathematics and Informatics” in the “Mathematical Modeling and Data Analysis” section “.… Continue reading
Duration: 2023-2024
The project is financed by the external aid instrument of the European Union for the fulfillment of Ukraine’s obligations in the European Union Framework Program for Scientific Research and Innovation “Horizon 2020”
Project manager: Doctor of Science, Professor of the Department of MMAD Shelestov A.Yu.… Continue reading