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Giulio Romanelli
Giulio Romanelli

Giulio Romanelli

Data Scientist
Innovation
(Alumni)

After earning a MSc in Theoretical Physics at University of Padua, Giulio graduated in Quantitative Finance from Bocconi University. Before joining the SDSC industry cell in June 2021, he spent a few years working in the financial sector, where he mainly dealt with the application of machine learning to financial risk management. When not coding, Giulio spends his free time playing bass guitar, hiking and cooking.

Projects

Pilot project ENERBAT

Completed
Data-Driven Pathways to Net Zero for the Canton of Vaud’s Building Portfolio
Energy & Sustainability
Climate & Environment

MLfusion

In Progress
Machine Learning for Disruption Prediction in Tokamaks
Large-scale Infrastructures

Publications

Poels, Y.; Pau, A.; Donner, C.; Romanelli, G.; Sauter, O.; Venturini, C.; Menkovski, V.; Team, t. T.; Team, t. W. "Plasma state monitoring and disruption characterization using multimodal VAEs" Nuclear Fusion 65 9 96012 2025 View publication
Romanelli, G.; Castello, R. "A data-driven multivariate estimation of building heat demand: The case of the Canton of Vaud" Journal of Physics: Conference Series 3140 2025 View publication

Mentioned in

Case Studies

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