Absolutely. Data-driven approaches enable the discovery of new catalysts and the optimization of existing ones. By leveraging large datasets and advanced analytics, researchers can uncover patterns and relationships that were previously unnoticed, leading to innovative solutions in energy conversion, environmental protection, and chemical synthesis.