We are looking for highly motivated students willing to work on graphs and machine learning. The background and the skills sought for these projects include: machine learning, network science, data mining, Python programming, deep learning. This page lists some of the available master projects and student summer jobs. The projects are high-impact and generally lead to scientific publications or open source software.

🎓 Available Theses

• Clustering and graph coarsening with Graph Neural Networks
  Keywords: Graph pooling, Graph coarsening, Node clustering
  Contact Person: Filippo Maria Bianchi
• Graph Neural Networks for high-order relationships
  Keywords: GNNs, high-order relationships
  Contact Person: Lorenzo Livi, Filippo Maria Bianchi
• 🌍 Monitoring and Forecasting Geological Activity in Norway
  Keywords: Spatio-temporal models, time series clustering, earth observation
  Contact Person: Filippo Maria Bianchi
• 🐭 Automatic Classification of Animal Behavior
  Keywords: Spatio-temporal models, behavior classification, multi-agent systems
  Contact Person: Filippo Maria Bianchi
• 🔋 Power flow optimization with Graph Neural Networks
  Keywords: Power flow oprimization, Energy analytics, Power engineering
  Contact Person: Filippo Maria Bianchi
• Exploring the AI brain using graphs
  Keywords: LLMs, latent space, Retrieval Augmented Generation
  Contact Person: Benjamin Ricaud
• 💦 Detection of leakages in water distribution networks
  Keywords: Spatio-temporal models, anomaly detection
  Contact Person: Filippo Maria Bianchi