ai-materials-discovery
(2)
Ares Materials, Inc.
Ares Materials is a Plano, Texas advanced-materials company building AI-designed optical polymers for the display industry. Spun out of the University of Texas at Dallas in 2016, it uses thiol-click chemistry and a machine-learning platform called Pylux to formulate solvent-free, PFAS-free films, adhesives, coatings and cover windows for foldable phones, AR/VR devices and other flexible electronics - aiming for high optical clarity, mechanical durability and up to 90% lower CO2 emissions than incumbent materials.
XTRIUM
XTRIUM is an Austin-based deeptech startup building an AI-powered intelligence layer for the material world. Its platform helps manufacturers, product developers, and procurement teams choose the right materials, discover new applications for existing ones, and diversify suppliers - compressing sourcing timelines from roughly 12 months to about 5 days. Using graph neural networks and combinatorial matching, XTRIUM aims to be the central hub of a materials research, development, and sourcing ecosystem.