Alessandro Pau

According to our database, Alessandro Pau authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Plasma State Monitoring and Disruption Characterization using Multimodal VAEs.

Yoeri Poels, Alessandro Pau, Christian Donner, Giulio Romanelli, Olivier Sauter, Cristina Venturini, Vlado Menkovski, TCV Team, The WPTE team

CoRR, April, 2025

Robust Confinement State Classification with Uncertainty Quantification through Ensembled Data-Driven Methods.

Yoeri Poels, Cristina Venturini, Alessandro Pau, Olivier Sauter, Vlado Menkovski, TCV Team, The WPTE team

CoRR, February, 2025

Learning Plasma Dynamics and Robust Rampdown Trajectories with Predict-First Experiments at TCV.

Allen M. Wang, Alessandro Pau, Cristina Rea, Oswin So, Charles Dawson, Olivier Sauter, Mark D. Boyer, Anna Vu, Cristian Galperti, Chuchu Fan, Antoine Merle, Yoeri Poels, Cristina Venturini, Stefano Marchioni, TCV Team

CoRR, February, 2025

Towards Transparent and Accurate Plasma State Monitoring at JET.

Andrin Bürli, Alessandro Pau, Thomas Koller, Olivier Sauter, JET Contributors

CoRR, February, 2025

2024

Position: Opportunities Exist for Machine Learning in Magnetic Fusion Energy.

Lucas Spangher, Allen M. Wang, Andrew Maris, Myles Stapelberg, Viraj Mehta, Alex Saperstein, Stephen Lane-Walsh, Akshata Kishore Moharir, Alessandro Pau, Cristina Rea

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

A machine-learning-based tool for last closed magnetic flux surface reconstruction on tokamak.

Chenguang Wan, Zhi Yu, Alessandro Pau, Xiaojuan Liu, Jiangang Li

CoRR, 2022

2020

Integrated real-time supervisory management for off-normal-event handling and feedback control of tokamak plasmas.

Trang Vu, Federico Felici, Cristian Galperti, Marc Maraschek, Alessandro Pau, Natale Rispoli, Olivier Sauter, Bernhard Sieglin

CoRR, 2020