Selected publications
- L. Nespoli, A. Biswas, R. Rocchetta, V. Medici, “Nonlinear reconciliation: Error reduction theorems,” Transactions on Machine Learning Research, 2026.
- R. Rocchetta, L. Nespoli, et al., “An integrated uncertainty quantification and optimization for solving the 2025 NASA–DNV challenge,” ESREL 2025. Challenge winner
- N. Wiedemann, Y. Xin, V. Medici, L. Nespoli, et al., “Vehicle-to-grid for car sharing—A simulation study for 2030,” Applied Energy, 2024.
- L. Nespoli, N. Wiedemann, E. Suel, Y. Xin, M. Raubal, V. Medici, “National-scale bi-directional EV fleet control for ancillary service provision,” Energy Informatics (DACH+ Energy Informatics), 2023. Best paper
- R. Rocchetta, L. Nespoli, V. Medici, et al., “Rule-based deep reinforcement learning for optimal control of electrical batteries in an energy community,” ESREL, 2023.
- L. Nespoli, V. Medici, “Multivariate boosted trees and applications to forecasting and control,” Journal of Machine Learning Research, 2022.
- D. Marvin, L. Nespoli, D. Strepparava, V. Medici, “A data-driven approach to forecasting ground-level ozone,” International Journal of Forecasting, 2021.
- D. Strepparava, L. Nespoli, E. Kapassa, M. Touloupou, L. Katelaris, V. Medici, “Deployment and analysis of a blockchain-based local energy market,” Energy Reports, 2022.
- L. Nespoli, V. Medici, K. Lopatichki, F. Sossan, “Hierarchical demand forecasting benchmark for the distribution grid,” Electric Power Systems Research (PSCC), 2020.
- L. Nespoli, V. Medici, “Constrained hierarchical networked optimization for energy markets,” ISGT-Europe, 2018.
- L. Nespoli, M. Salani, V. Medici, “A rational decentralized generalized Nash equilibrium seeking for energy markets,” SEST, 2018. Top-6 paper
- F. Sossan, L. Nespoli, V. Medici, M. Paolone, “Unsupervised disaggregation of photovoltaic production from composite power flow measurements,” IEEE Trans. Ind. Informatics, 2018.
- L. Nespoli, V. Medici, “An unsupervised method for estimating global horizontal irradiance from PV power measurements,” Solar Energy, 2017.
Full list: Google Scholar.