🔬 AI Discovery of Materials: GNN Crystal Stability Explorer
Explore how graph neural networks screen candidate crystal structures for stability. Pick a crystal family, dope it with substitutional defects, and watch simulated GNN message-passing propagate through the bond network to predict formation energy and stability.
AI & Machine Learning3DAdvanced60 FPS
⚙ Under the hood
Explore how graph neural networks screen candidate crystal structures for stability. Pick a crystal family, dope it with substitutional defects, and watch simulated GNN message-passing propagate through the bond network to predict formation energy and stability.
Three.jsAIGNNmaterials discoverycrystal structureInstancedMesh
3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install