Some of the challenges in hyperparameter tuning in catalysis include:
Complex Interactions: The interactions between different parameters can be nonlinear and complex. High Dimensionality: The number of possible parameter combinations can be very large. Time and Cost: Conducting extensive experiments can be time-consuming and expensive. Reproducibility: Ensuring that the optimized conditions can be reliably reproduced.
