Bontempi's research on digital twins and ML for sciences
Papers
- Paldino, Gian Marco; De Caro, Fabrizio; De Stefani, Jacopo; Vaccaro, Alfredo; Villacci, Domenico; Bontempi, Gianluca; "A digital twin approach for improving estimation accuracy in dynamic thermal rating of transmission lines", Energies,15, 6, 2254, 2022, MDPI
- Coelho, Leonardo Bertolucci; Torres, Daniel; Bernal, Miguel; Paldino, Gian Marco; Bontempi, Gianluca; Ustarroz, Jon; "Probing the randomness of the local current distributions of 316 L stainless steel corrosion in NaCl solution", Corrosion Science,217, 11104,2023,Pergamon
- Guastella, Davide Andrea; Bontempi, Gianluca; "Traffic modeling with SUMO: A tutorial", arXiv preprint arXiv:2304.05982, 2023,
- Muñoz, Eva; Dave, Himanshu; D'Alessio, Giuseppe; Bontempi, Gianluca; Parente, Alessandro; Le Clainche, Soledad; "Extraction and analysis of flow features in planar synthetic jets using different machine learning techniques", Physics of Fluids, 35, 9, 2023, AIP Publishing
- Guastella, Davide Andrea; Cornelis, Bruno; Bontempi, Gianluca; "Traffic Simulation with Incomplete Data: The Case of Brussels", Proceedings of the 1st ACM SIGSPATIAL International Workshop on Methods for Enriched Mobility Data: Emerging Issues and Ethical Perspectives 2023,,,15-24,2023,
- Paldino, Gian Marco; De Caro, Fabrizio; De Stefani, Jacopo; Vaccaro, Alfredo; Bontempi, Gianluca; "Transfer learning-based methodologies for Dynamic Thermal Rating of transmission lines", Electric power systems research, 229, 110206, 2024, Elsevier
- Tribel, Pascal; Bontempi, Gianluca; "PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation with Devito", arXiv preprint arXiv:2411.12636, 2024,
- Guastella, Davide Andrea; Morales-Hernández, Alejandro; Cornelis, Bruno; Bontempi, Gianluca; "Calibration of vehicular traffic simulation models by local optimization", Transportation, 1-34, 2025, Springer US New York
In the media