AI and ML for selecting viable electrocatalysts: progress and perspectives
Anastasiia Pavlovna Dmitrieva, Anna Fomkina, Chantal Tracey, Elizaveta A. Romanenko, Ali Ayati, Pavel V. Krivoshapkin, Elena F. Krivoshapkina
Abstract
The rising CO 2 levels stress the shift to sustainable sources, with electrolysis as a key technology for CO 2 removal and clean fuel. AI and ML advancements optimize electrocatalysts, enhancing water splitting and CO 2 reduction efficiency.
Topics & Concepts
Computer scienceNanotechnologyBiochemical engineeringMaterials scienceEngineeringMachine Learning in Materials Science