How can big data and artificial intelligence (AI) be utilized?
Big data and AI have transformative potential in catalysis research. By leveraging large datasets and advanced algorithms, researchers can:
- Identify Patterns: Discover hidden patterns and correlations in complex datasets. - Predict Outcomes: Develop predictive models for catalytic performance and reaction outcomes. - Optimize Conditions: Use machine learning to optimize reaction conditions and catalyst design. - Accelerate Discoveries: Speed up the discovery process by screening vast chemical spaces and identifying promising candidates for further investigation.
