Anna Varbella

According to our database, Anna Varbella authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Goal-oriented graph generation for transmission expansion planning.

Anna Varbella, Blazhe Gjorgiev, Federico Sartore, Enrico Zio, Giovanni Sansavini

Eng. Appl. Artif. Intell., 2025

2024

Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow.

Anna Varbella, Damien Briens, Blazhe Gjorgiev, Giuseppe Alessio D'Inverno, Giovanni Sansavini

CoRR, 2024

A Perspective on Foundation Models for the Electric Power Grid.

Hendrik F. Hamann, Thomas Brunschwiler, Blazhe Gjorgiev, Leonardo S. A. Martins, Alban Puech, Anna Varbella, Jonas Weiss, Juan Bernabé-Moreno, Alexandre Blondin Massé, Seong Choi, Ian T. Foster, Bri-Mathias S. Hodge, Rishabh Jain, Kibaek Kim, Vincent Mai, François Mirallès, Martin De Montigny, Octavio Ramos-Leaños, Hussein Suprême, Le Xie, El-Nasser S. Youssef, Arnaud Zinflou, Alexander J. Belvi, Ricardo J. Bessa, Bishnu Prasad Bhattari, Johannes Schmude, Stanislav Sobolevsky

CoRR, 2024

PowerGraph: A power grid benchmark dataset for graph neural networks.

Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Giovanni Sansavini

CoRR, 2024

PowerGraph: A power grid benchmark dataset for graph neural networks.

Anna Varbella, Kenza Amara, Blazhe Gjorgiev, Mennatallah El-Assady, Giovanni Sansavini

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Geometric deep learning for online prediction of cascading failures in power grids.

Anna Varbella, Blazhe Gjorgiev, Giovanni Sansavini

Reliab. Eng. Syst. Saf., September, 2023

Cascades-Risk Informed Transmission Expansion Planning by Behavioural Cloning.

Anna Varbella, Blazhe Gjorgiev, Giovanni Sansavini, Enrico Zio

Proceedings of the 7th International Conference on System Reliability and Safety, 2023