Overfitting can be a significant problem in catalysis because it can result in a misleading understanding of the catalytic process. For example, if a catalyst is designed based on highly specific experimental data, it might perform exceptionally well under those conditions but fail to show the same efficiency or selectivity in real-world applications. This can lead to wasted resources and time in both academic research and industrial applications.
