Despite the advancements, several challenges persist in catalysis data analysis:
Handling vast amounts of data generated from high-throughput experiments. Integrating data from different sources and formats. Ensuring the accuracy and reproducibility of data. Developing reliable predictive models that can be generalized to various systems.