A way to use AI to predict and screen new materials.
AI Materials Discovery is like a cooking show for atoms. The AI tests recipes on a laptop before the lab gets messy.
It predicts new materials and picks the promising ones. It helps make better batteries, catalysts, and computer chips.
AI for Science
Materials discovery is a classic way AI enters science work.
AI Chemist
It can hand candidate recipes to an AI Chemist for lab testing.
GNN
GNNs often show how atoms connect in crystals.
Generative Model
Generative Models suggest new recipes that may be useful.