arxivcond-mat.mtrl-scics.LG2026-07-20
GQD-AdsNet: Graph Neural Networks Unlock Rapid Exploration of Transition Metal Adsorption on Graphene Quantum Dots
Lara Goncebat, Rodrigo Echeveste, Matías Gerard, Frederik Tielens, Gustavo Belletti, Paola Quaino
In recent years, interest in single-atom catalysts supported on carbon-based structures has grown considerably due to their high catalytic activity and efficient uses of metal atoms. However, the design and characterization of these materials through first-principles calculations…