TriFit achieves AUROC 0.897 on ProteinGym by integrating sequence, structure, and dynamics via adaptive MoE fusion, outperforming prior supervised and zero-shot models.
Robust deep learning–based protein sequence design using Pro- teinMPNN.Science, 378:49–56, 2022
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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.