Machine Learning-Assisted Low-Dimensional Electrocatalysts Design for Hydrogen Evolution Reaction

Abstract

Highlights The process of machine learning is introduced in detail. Recent developments in machine learning for low-dimensional electrocatalysts are briefly reviewed. Future directions and perspectives for machine learning in hydrogen evolution reaction are critically discussed.

Keywords

• Machine learning
• Hydrogen evolution reaction
• Low-dimensional electrocatalyst
• Descriptor
• Algorithm