Simulation software, often hosted on cloud-based platforms, is crucial for catalyst design and optimization. Programs like Gaussian, VASP, and MATLAB enable researchers to model reactions and predict outcomes, which reduces the need for costly and time-consuming laboratory experiments. These tools are frequently updated and supported through online communities and forums.