automation systems

What Role Do Machine Learning and AI Play?

Machine Learning (ML) and Artificial Intelligence (AI) are revolutionizing catalysis by:
- Predictive Modeling: ML algorithms can predict the behavior of catalysts under various conditions, reducing the need for extensive empirical testing.
- Optimization: AI can optimize reaction conditions in real-time, improving yield and selectivity.
- Designing New Catalysts: AI-driven techniques can identify novel catalysts with desired properties, accelerating the innovation cycle.

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