What are the Challenges in Achieving Interpretability?
Several challenges exist in achieving interpretability: - Complexity of Catalytic Systems: Catalytic processes often involve multiple steps and intermediates, making them difficult to decipher. - Dynamic Nature: Catalysts can change their structure and composition during reactions, complicating the analysis. - Scale: Understanding phenomena at different scales, from atomic to reactor level, requires integrating diverse types of data and models.
