Electric Vehicles Charging Sessions Classification Technique for Optimized Battery Charge Based on Machine Learning. - Silvana Matrone; Emanuele Giovanni Carlo Ogliari; Alfredo Nespoli; Giambattista Gruosso; Alessandro Gandelli (IEEE Access, 2023)

Deep Learning-Based Predictive Control for Optimal Battery Management in Microgrids. - Silvana Matrone; Andrea Pozzi; Emanuele Ogliari; Sonia Leva (IEEE Access, 2024)

Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism. - Silvana Matrone; Emanuele Ogliari; Alfredo Nespoli; Sonia Leva (IEEE Trans. Intell. Transp. Syst., 2024)

Probabilistic Forecast of EV Charging Demand using Quantile Regression and LSTM with Attention Mechanism. - Silvana Matrone; Amirhossein Heydarian Ardakani; Emanuele Ogliari; Elham Shirazi; Sonia Leva (e-Energy, 2025)

Comparing peak electricity load forecasting models for an industrial and a residential building. - Michael Wood; Silvana Matrone; Emanuele Ogliari; Sonia Leva (Math. Comput. Simul., 2026)