Milena Petkovic

Milena Petkovic is a Researcher at the Applied Algorithmic Intelligence Methods department of the Zuse Institute Berlin (ZIB). Her work focuses on energy network optimization, mathematical programming, and spatio-temporal forecasting in complex systems.

• Education: Not explicitly mentioned
• Current affiliation: ZIB, Germany

Her research interests include:

• Mathematical modeling of energy networks
• Hybrid forecasting approaches combining machine learning and optimization
• Real-world applications in natural gas transmission systems
• Analyzing regime changes in gas nomination time series

Recent publications highlight trends in:

• High-dimensional time series prediction for energy systems
• Constraint-based optimization under supply-demand balance
• Deep learning applications for gas flow dynamics
• Hybrid methods integrating FAR, LSTM, and mathematical programming