Post-ageing guided closed-loop discovery of multi-element alloy catalysts for automotive exhaust purification

Puntos clave

• This research aims to discover durable multi-element alloy catalysts for purifying automotive exhaust.
• Utilized a closed-loop high-throughput platform for catalyst discovery
• Focused on automated synthesis and durability evaluation
• Employed inverse machine learning to optimize catalysis
• Identified new durable catalysts effective for automotive exhaust purification
• Demonstrated enhanced performance and longevity of multi-element alloys
• Validated the efficiency of the catalysts using rigorous testing procedures

Resumen