Digital twins are virtual replicas of physical systems that enable real-time monitoring and optimization. In catalysis, digital twins can simulate catalytic processes, providing insights into performance and potential improvements. This technology helps in minimizing downtime, optimizing resource usage, and enhancing overall efficiency in industrial catalytic processes.