Publications

• Genovese D., Sgroi A., Devoto A., Valentine S., Wood L., Sebastiani C., Scardapane S., D’Onofrio M., Giagu S. (2025).
  Mixture-of-experts graph transformers for interpretable particle collision detection.
  Scientific Reports, 15(1), 27906.
  DOI: 10.1038/s41598-025-12003-9

  A novel approach combining Graph Transformer and Mixture-of-Expert layers for explainable high-energy physics data analysis.
  Download Paper (PDF) | Download Slides (PDF)

• Capriotti S., Devoto A., Genovese D., Mignardi S., Scardapane S., Medeghini L. (2025). Exploring the application of interpretable neural networks for the petrographic classification of ceramic samples from the Levant. IMEKO TC26 MetroArcheo Conference 2025: Metrology for Archaeology and Cultural Heritage. DOI: 10.21014/tc26-2025.045

  Application of interpretable neural networks to petrographic thin-section classification of Levantine ceramics, supporting archaeological provenance analysis. Download Paper (PDF)