TriFit achieves AUROC 0.897 on ProteinGym by integrating sequence, structure, and dynamics via adaptive MoE fusion, outperforming prior supervised and zero-shot models.
Gremlin and GEMME: Fast and accurate protein fitness landscape prediction.PLOS Computational Biology, 2019
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TriFit: Trimodal Fusion with Protein Dynamics for Mutation Fitness Prediction
TriFit achieves AUROC 0.897 on ProteinGym by integrating sequence, structure, and dynamics via adaptive MoE fusion, outperforming prior supervised and zero-shot models.