[Machine learning](https://) is a subset of AI that is particularly useful in catalysis. It can be used to build models that predict catalytic activity based on various parameters such as temperature, pressure, and molecular structure. These models can be trained on experimental data to improve their accuracy over time. For example, machine learning algorithms can help in predicting the [activation energy](https://) required for a chemical reaction or the selectivity of a catalyst for a particular reaction pathway.
