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mattergen

The premium Open Source alternative to Citrine Platform

🎯 Best for:Advanced R&D teams designing new crystals with specific physical properties.
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MITLicense

What is mattergen?

Replaces trial-and-error materials discovery with diffusion-based generative modeling. Enables fine-tuning to generate crystal structures meeting specific property constraints.

Tech Stack
PythonChemistry & Materials

Why mattergen?

  • • State-of-the-art diffusion architecture
  • • Handles periodic boundary conditions
  • • Property-conditioned generation

Limitations

  • • Requires significant VRAM
  • • Experimental research code
  • • Slow sampling speed
3/5/2026
Last Update
305
Forks
9
Issues
MIT
License
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Competitor Cost
-$1,440
/ year (est. based on Citrine Platform)
Self-Hosted
$0
/ year
Team Size10 Users
150+
Launch Detailed Calculator
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