The future of catalyst particles lies in the development of more efficient, selective, and stable materials. Advances in nanotechnology and materials science are paving the way for the design of novel catalyst particles with enhanced properties. Additionally, the integration of computational methods and machine learning is expected to accelerate the discovery and optimization of new catalysts.