Dimitri Thomopulos

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Publications

• Machine Learning for Wind Power Forecasting Under Data Scarcity: Comparing Spatial Feature Configurations and Selection Strategies (Thomopulos, Dimitri; Piazzi, Antonio; Raugi, Marco; Tucci, Mauro - 2025 - 4.1 Contributo in Atti di convegno)
• Optimizing Renewable Energy Community Management Through Multi-Objective Approaches (Thomopulos, D.; D'Ambrosio, C.; Raugi, M. - 2024 - 4.1 Contributo in Atti di convegno)
• Machine Learning Models for Regional Photovoltaic Power Generation Forecasting with Limited Plant-Specific Data (Tucci, M.; Piazzi, A.; Thomopulos, D. - 2024 - 1.1 Articolo in rivista)
• The MIP Workshop 2023 Computational Competition on reoptimization (Bolusani, Suresh; Besançon, Mathieu; Gleixner, Ambros; Berthold, Timo; D'Ambrosio, Claudia; Muñoz, Gonzalo; Paat, Joseph; Thomopulos, Dimitri - 2024 - 1.1 Articolo in rivista)
• Generating hydro unit commitment instances (Thomopulos, D.; van Ackooij, W.; D'Ambrosio, C.; Stefanon, M. - 2024 - 1.1 Articolo in rivista)
• Energy Communities: A review on trends, energy system modelling, business models, and optimisation objectives (Barabino, E.; Fioriti, D.; Guerrazzi, E.; Mariuzzo, I.; Poli, D.; Raugi, M.; Razaei, E.; Schito, E.; Thomopulos, D. - 2023 - 1.1 Articolo in rivista)
• Multi-objective planning method for renewable energy communities with economic, environmental and social goals (Mariuzzo, I.; Fioriti, D.; Guerrazzi, E.; Thomopulos, D.; Raugi, M. - 2023 - 1.1 Articolo in rivista)
• Design of Energy Communities and Data-Sharing: Format and Open Data (Guerrazzi, E.; Thomopulos, D.; Fioriti, D.; Mariuzzo, I.; Schito, E.; Poli, D.; Raugi, M. - 2023 - 1.1 Articolo in rivista)
• Deep learning as a tool for inverse problems resolution: a case study (Barmada, S; Formisano, A; Thomopulos, D; Tucci, M - 2022 - 1.1 Articolo in rivista)
• Nonlinear chance-constrained problems with applications to hydro scheduling (Lodi, Andrea; Malaguti, Enrico; Nannicini, Giacomo; Thomopulos, Dimitri - 2022 - 1.1 Articolo in rivista)
• A Deep Learning Surrogate Model for Topology Optimization (Barmada, S; Fontana, N; Formisano, A; Thomopulos, D; Tucci, M - 2021 - 1.1 Articolo in rivista)
• A regularized procedure to generate a deep learning model for topology optimization of electromagnetic devices (Tucci, M.; Barmada, S.; Formisano, A.; Thomopulos, D. - 2021 - 1.1 Articolo in rivista)
• Optimized energy and air quality management of shared smart buildings in the covid-19 scenario (Anastasi, G.; Bartoli, C.; Conti, P.; Crisostomi, E.; Franco, A.; Saponara, S.; Testi, D.; Thomopulos, D.; Vallati, C. - 2021 - 1.1 Articolo in rivista)
• Fault prediction and early-detection in large pv power plants based on self-organizing maps (Betti, A.; Tucci, M.; Crisostomi, E.; Piazzi, A.; Barmada, S.; Thomopulos, D. - 2021 - 1.1 Articolo in rivista)
• Decomposition and shortest path problem formulation for solving the hydro unit commitment and scheduling in a hydro valley (Van Ackooij, Wim; D’Ambrosio, Claudia; Thomopulos, Dimitri; Trindade, Renan Spencer - 2021 - 1.1 Articolo in rivista)

All publications by Dimitri Thomopulos on ARPI, the Research Archive of the University of Pisa