SLICES

The premium Open Source alternative to Materials Project

🎯 Best for:Researchers building generative models for new crystalline materials.

What is SLICES?

Replaces traditional 3D voxel or graph representations with an invertible, invariant string format. Enables the use of transformer-based architectures for high-throughput materials discovery and generative modeling.

Tech Stack
PythonChemistry & Materials

Why SLICES?

  • Invertible mapping
  • Symmetry invariant
  • LLM compatible

Limitations

  • Steep learning curve
  • Requires high compute for training
  • Niche application
3/3/2026
Last Update
53
Forks
4
Issues
LGPL-2.1
License
Financial Leak Detected

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Competitor Cost
-$1,440
/ year (est. based on Materials Project)
Self-Hosted
$0
/ year
Team Size10 Users
150+
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