On some elusive aspects of databases hindering AI based discovery: A case study on superconducting materials. - Giovanni Trezza; Eliodoro Chiavazzo (CoRR, 2023)

Energy-GNoME: A Living Database of Selected Materials for Energy Applications. - Paolo De Angelis; Giovanni Trezza; Giulio Barletta; Pietro Asinari; Eliodoro Chiavazzo (CoRR, 2024)

Artificial Intelligence based screening of materials for energy storage applications. - Giovanni Trezza (2024)

Learning Effective Good Variables from Physical Data. - Giulio Barletta; Giovanni Trezza; Eliodoro Chiavazzo (Mach. Learn. Knowl. Extr., 2024)

Classification-Based Detection and Quantification of Cross-Domain Data Bias in Materials Discovery. - Giovanni Trezza; Eliodoro Chiavazzo (J. Chem. Inf. Model., 2025)