422 citations · 981 across the 25 of their papers we have counts for
3 papers · 1 filter
Energy-GNoME: A Living Database of Selected Materials for Energy Applications
Paolo De Angelis, Giovanni Trezza, Giulio Barletta +2
Artificial Intelligence (AI) in materials science is driving significant advancements in the discovery of advanced materials for energy applications. The recent GNoME protocol iden…
Pore-level Quantitative Structure-Activity Relationship (QSAR) for Water Permeation Rate in Aquaporins
Juan José Galano-Frutos, Luca Bergamasco, Paolo Vigo +5
Aquaporins (AQPs) and aquaglyceroporins (AQGPs) play a crucial role in regulating water transport and solute selectivity across biological membranes. Besides their biological relev…
Learning effective good variables from physical data
Giulio Barletta, Giovanni Trezza, Eliodoro Chiavazzo
We assume that a sufficiently large database is available, where a physical property of interest and a number of associated ruling primitive variables or observables are stored. We…