EurekAlert!

Thanks to machine learning, the future of catalyst research is now!

To date, research in the field of combinatorial catalysts has relied on serendipitous discoveries of catalyst combinations. Now, scientists from Japan have streamlined a protocol that combines random ...
EurekAlert!

Reinforcement learning world models for catalyst surface reconstruction: state-of-the-art review

This work presents an AI-based world model framework that simulates atomic-level reconstructions in catalyst surfaces under dynamic conditions. Focusing on AgPd nanoalloys, it leverages Dreamer-style ...
Nanowerk

Machine learning enables smarter, faster, cleaner catalyst design for sustainable energy

(Nanowerk Spotlight) The integration of machine learning (ML) into materials science is rapidly transforming the way researchers discover and design advanced ...
Business Wire

Glaucoma Research Foundation Kicks off the Catalyst for a Cure Vision Restoration Initiative

SAN FRANCISCO--(BUSINESS WIRE)--Glaucoma Research Foundation, a national non-profit organization dedicated to finding a cure for glaucoma, has launched the third phase of its collaborative research ...