What are the Challenges in Robust Optimization for Catalysis?
Despite its benefits, robust optimization in catalysis faces several challenges:
Complexity: The incorporation of multiple uncertainties can make the optimization problem highly complex and computationally intensive. Data Requirements: Extensive data on uncertainties and their distributions are needed, which may not always be available. Model Accuracy: Developing accurate models that can predict the performance of catalysts under various conditions is challenging.
Addressing these challenges requires advanced computational techniques and collaboration between experimental and theoretical researchers.
