معرفی
Marina Georgati is an Assistant Professor at Aalborg University, affiliated with the Technical Faculty of IT and Design and the Department of Sustainability and Planning. Her research focuses on sustainable energy systems, spatial analysis, and migration patterns, with a strong emphasis on machine learning applications in urban demography and environmental planning. She leads the Sustainable Energy Planning Research Group and collaborates on interdisciplinary projects such as the Heat Roadmap Europe 5 and iDesignRES initiatives.
Key Projects:
- iDesignRES: Open-source tools for renewable energy system design
- HRE5: Strategic heat planning across Europe
- FUME: Migration scenarios analysis for Europe
- BalticRIM: Maritime cultural heritage management
Research Interests: Georgati’s work bridges energy sustainability, urban demography, and computational geography. She develops machine learning models for spatial disaggregation of population data, analyzes migration dynamics using gridded datasets, and evaluates heat potential in district heating systems. Her methodologies include gradient boosting, deep learning, and compositional data analysis.
Grants & Activities:
- Principal Investigator/Participant in 5 EU-funded projects (2017–2027)
- Peer reviewer for Environmetrics, International Journal of GIS, and others
- Organizer of academic workshops on data science applications
Labs/Teams: She contributes to the Data Science Lab x Academia collaboration and leads the Sustainable Energy Planning Research Group, fostering interdisciplinary innovation in energy and urban systems.
