Research by the MMDA Department at the International Conference on the Recovery and Future Development of Ukraine

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On August 21–22, 2026, the Third International Virtual Conference on Ukraine—focused on the country’s reconstruction and future development—was held online, organized by Linköping University.

The conference brought together researchers and practitioners from various countries to discuss issues regarding Ukraine’s post-war recovery, socio-economic transformation, and long-term national development.… Continue reading

The MMDA’s researches were presented at the EASi 2026 workshop

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Sofia Drozd, a PhD student at the MMDA Department, presented the results of the study “Multi-Agent Explainable AI Framework for Forest Disturbance Analysis and Biomass Recovery Modeling“—conducted under the supervision of Prof. Nataliia Kussul—at the *Explainable AI in Space: Second International Workshop* (EASi 2026), held in Bremen, Germany, from August 15 to 21, 2026.… Continue reading

The XXIV All-Ukrainian Scientific and Practical Conference of Students, Postgraduate Students and Young Scientists 2026 was held

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On May 13-16, 2026, the XXIV All-Ukrainian Scientific and Practical Conference of Students, Postgraduate Students and Young Scientists was held.

This year, 97 papers were submitted, and the conference consisted of 7 sections. In particular:

Current Problems of Modern Physics – 21 papers
Physics of Energy Systems – 7 papers
Physical and Technical Aspects of Cybersecurity – 9 papers
Systems and Technologies of Cybersecurity – 17 papers
Mathematical Methods of Cybersecurity – 15 papers
Current Problems of Cryptographic Information Protection – 10 papers
Mathematical Modeling and Data Analysis – 18 papers

For students in the educational program “Mathematical Methods of Modeling, Pattern Recognition and Computer Vision“, a presentation at the conference is equivalent to a pre-defense of a thesis.… Continue reading

We invite you to participate in a workshop at the DESSERT 2026 conference

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We invite you to participate in the Earth Intelligence for Safe and Resilient Recovery of Ukraine (2nd International WS EI4Safe-DESSERT’2026) workshop at the international conference DESSERT 2026, co-organized by the MMDA Department NN IPT and the University of Maryland!

The workshop topics include:
– Impact of environmental and conflict threats on security, protection and resilience
– Artificial intelligence methods for processing satellite and geospatial data
– Reliable early warning and disaster risk management systems
– Geospatial analysis for recovery planning under uncertainty
– Integration of renewable energy and sustainable infrastructure solutions in post-conflict recovery
– Synergy between Earth intelligence, cybersecurity, IoT and big data for reliable and sustainable decision-making.… Continue reading

Our work was presented at the international conference IGARSS 2024

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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