Parallel algorithms are computational processes designed to execute multiple operations simultaneously. These algorithms leverage parallel computing architectures, where many processors carry out multiple tasks concurrently. This approach contrasts with traditional serial algorithms, which perform operations sequentially. In the context of catalysis, parallel algorithms can significantly enhance the efficiency and speed of simulations and data analysis.