Giulio Romanelli

Senior 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

Canton de Vaud: ENERBAT

Completed

Data-Driven Pathways to Net Zero for the Canton of Vaud’s Building Portfolio

Public sector

MLfusion

In Progress

Machine Learning for Disruption Prediction in Tokamaks

Academia

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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