PLANET-MD 🚀
PLANET-MD enables ultra-fast prediction of protein dynamics and flexibility from amino acid sequences and/or protein structures. Trained on thousands of molecular dynamics trajectories, it predicts multiple dynamics-related features simultaneously:
- Root-Mean-Square Fluctuations (RMSF)
- Generalized Correlation Coefficients with Linear Mutual Information (GCC-LMI)
- Structural Heterogeneity Profiles (SHP)
This approach bridges the gap between static structural biology and dynamic functional understanding, providing a computational tool that complements experimental approaches at unprecedented speed and scale.
To run PLANET-MD, your HuggingFace account should have access to ESM3-open weights. If you don't have access, please go through the gating process on HuggingFace to gain access to the model weights.
Select PLANET-MD Model
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