Scaling up the catalyst itself involves transitioning from small batches to large-scale production while maintaining its properties. This includes ensuring uniform particle size, porosity, and active site distribution. Techniques such as [spray drying]( ), extrusion, and impregnation must be carefully controlled. Additionally, the choice of support material and binder can impact the catalyst's performance and durability.