What are the Challenges of Using PLS in Catalysis?
Despite its advantages, PLS also has some challenges. One of the main challenges is the need for a large amount of data to build a reliable model. In addition, the results can sometimes be difficult to interpret, especially for complex systems with many interacting variables. Moreover, PLS assumes linear relationships between variables, which may not always be the case in real-world catalytic processes.
