Algorithm efficiency in catalysis refers to the performance and effectiveness of computational methods used to model, simulate, and optimize catalytic processes. These algorithms can significantly impact the speed and accuracy with which researchers can predict catalytic behavior, design new catalysts, and improve existing ones.