Energy
& Environment

Discover and develop novel electrocatalysts to transform CO2, H2O, and other abundant feedstocks into high-value chemicals. By leveraging electrochemical transformations, we reduce environmental footprints and replace rare minerals in critical reactions.

Design next-generation magnetic materials by combining autonomous discovery with advanced materials processing, unlocking high-performance, rare-earth-free magnets optimized for cost, scalability, and supply-chain resilience across electrification and advanced technologies.

Predict the stability and performance of sorbents using advanced AI that pinpoints the ideal compositions for selective, high-yield separations.

Accelerate catalyst discovery and optimization for heterogeneous, homogeneous, and electrocatalytic transformations. Explore vast materials spaces to build predictive performance models for activity, selectivity, and stability across catalyst categories. LILA can intelligently select reactor formats, with pathways to test candidates in devices under commercially-aligned conditions for more robust models of longer-term performance.