What Future Developments are Expected in This Field?
The future of algorithms in catalysis looks promising with advancements in artificial intelligence (AI) and high-performance computing. Emerging techniques such as deep learning and reinforcement learning are expected to provide even more sophisticated tools for catalyst design and optimization. Additionally, the integration of multi-scale modeling, which combines insights from the atomic to the reactor scale, will further enhance the predictive power of algorithms in catalysis.