معرفی
Mirjana Perišić is an associate professor at Singidunum University and a senior research associate at the Institute of Physics of the University of Belgrade. Her expertise lies in environmental physics and chemistry, with a focus on atmospheric science, air pollution monitoring, and environmental data analysis using artificial intelligence. She has contributed to pollution source identification and policy development through projects like Horizon 2020 and COST actions.
Education:
- High School: Gymnasium in Čačak, Science and Mathematics (1994–1998)
- Bachelor's: Faculty of Physics, University of Belgrade, General Physics (1998–2007)
- Doctorate: Faculty of Physics, University of Belgrade, Atomic Physics (2007–2016)
Research Interests include environmental physics, atmospheric pollution, statistical and receptor modeling, and machine learning applications in environmental science. Her work integrates AI/ML techniques (e.g., XGBoost, SHAP) to analyze PM2.5, PAHs, and VOCs in urban and indoor environments. Recent publications highlight explainable AI for pollution fate modeling and policy-oriented air quality analysis.
Collaborations and Projects: Dr. Perišić has led research in Horizon 2020 and COST initiatives, addressing air quality, climate change, and health impacts of pollution. She has worked with researchers like G. Jovanović, A. Stojić, and S. Stanišić, contributing to journals such as Atmosphere, Science of the Total Environment, and Toxics. Her work bridges experimental physics and applied computational methods for environmental sustainability.
