DiffuCatMolecular Engine

Discovery Engine

Architect the next generation of catalysts. Our AI orchestrates high-fidelity predictions for activity, selectivity, and stability.

Structural Analysis

Renderer Standby

Input molecular SMILES in the terminal to visualize 3D conformers and uncertainty heatmaps.

3D Conformer Projection
System Ready

Ready for Lab Validation?

Our GNN predictions provide the digital blueprint. Submit your top candidates to the **Experimental Forge** for atomic-scale validation.

Enter Experimental Forge
Discovery Rankings
UCB OPTIMIZED
Waiting for engine output...