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Machine Learning Accelerates Fuel‑Cell Discovery 3× Faster
In 2023, a pilot study reduced the catalyst screening cycle from 12 weeks to 4 weeks, a 3× acceleration that shows a data-driven pipeline can cut fuel-cell discovery time from months to weeks. Machine Learning Catalyst Discovery: Foundational Concepts I have watched machine learning reshape how we look at ligand-site