Can Machine Learning Be Used to Discover New Catalysts?
Yes, ML can be a powerful tool for catalyst discovery. By analyzing large datasets of known catalysts and their properties, ML models can identify patterns and suggest new catalyst compositions and structures that are likely to be effective. This approach, known as materials informatics, enables the rapid screening of vast chemical spaces, significantly speeding up the discovery process.
