LumPerNet

Quantifying Perovskite Solar Cell Degradation via Machine Learning from Spatially Resolved Multimodal Luminescence Time Series

This paper presents the novel LumPerNet protocol for perovskite solar cells degradation diagnostics.

March 2026 · Giulio Barletta, Simon Ternes, Saif Ali, Zohair Abbas, Chiara Ostendi, Marialucia D'Addio, Erica Magliano, Pietro Asinari, Eliodoro Chiavazzo, Aldo Di Carlo
Energy-GNoME

Energy-GNoME

This repository contains the database, documentation, Python library (coming soon), and notebooks used to build the Energy-GNoME database.

September 2025 · Paolo De Angelis, Giulio Barletta
Energy-GNoME

Energy-GNoME: A Living Database of Selected Materials for Energy Applications

This paper presents the novel Energy-GNoME database and the related protocol.

September 2025 · Paolo De Angelis, Giulio Barletta, Giovanni Trezza, Pietro Asinari, Eliodoro Chiavazzo