Federated learning with hyperparameter-based clustering for electrical load forecasting. - Nastaran Gholizadeh; Petr Musílek (Internet Things, 2022)

Optimal placement of fuses and switches in active distribution networks using value-based MINLP. - Nastaran Gholizadeh; Seyed Hossein Hosseinian; Mehrdad Abedi; Hamed Nafisi; Pierluigi Siano (Reliab. Eng. Syst. Saf., 2022)

Selective Microwave Zeroth-Order Resonator Sensor Aided by Machine Learning. - Nazli Kazemi; Nastaran Gholizadeh; Petr Musílek (Sensors, 2022)

Fair-Optimal Bilevel Transactive Energy Management for Community of Microgrids. - Nastaran Gholizadeh; Mehrdad Abedi; Hamed Nafisi; Mousa Marzband; Abdolah Loni; Ghanim Putrus (IEEE Syst. J., 2022)

A Comparative Study of Reinforcement Learning Algorithms for Distribution Network Reconfiguration With Deep Q-Learning-Based Action Sampling. - Nastaran Gholizadeh; Nazli Kazemi; Petr Musilek (IEEE Access, 2023)

33-, 119-, and 136-bus system data for reinforcement learning-based distribution network reconfiguration. - Nastaran Gholizadeh (IEEE DataPort, 2023)

33 and 136-bus test system data and Code for explainable reinforcement learning. - Nastaran Gholizadeh (IEEE DataPort, 2024)