Digital twins are virtual replicas of physical catalytic systems that can be used for simulation and optimization. By creating a digital twin of a catalytic process, researchers can simulate different scenarios and optimize conditions in a virtual environment before applying them in real-world settings. This not only saves time and resources but also allows for more precise control over the catalytic process.