Offline Materials Optimization with CliqueFlowmer
Paper • 2603.06082 • Published • 1
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Check out the documentation for more information.
CliqueFlowmer Weights
Public checkpoint for Offline Materials Optimization with CliqueFlowmer.
- Paper: https://huggingface.co/papers/2603.06082
- Code: https://github.com/znowu/CliqueFlowmer
- X: https://x.com/kuba_AI/status/2033382617442345321?s=20
Files
CliqueFlowmer-Alexandria+MP20-Eform.pth: formation energy model checkpoint trained with Alexandria data, and fine-tuned on MP20 data (RECOMMENDED)CliqueFlowmer-MP20-Eform.pth: formation energy model checkpoint trained with MP20 dataCliqueFlowmer-MP20-BandGap.pth: formation energy model checkpoint trained with MP20 data- 'Length_MLE_Offset_True_MP20.pickle': the parameters of the geometry prior derived with maximum-likelihood estimation
Usage
Load with huggingface_hub.hf_hub_download(...) from the Colab notebook or serving app.
Notes
This checkpoint is intended for lightweight public inference:
- CIF → latent
- latent → CIF
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