Protein fitness; multimodal; Sequence; Structure; Surface

Multi-Scale Representation Learning for Protein Fitness Prediction

Multi-Scale Representation Learning for Protein Fitness Prediction

Zuobai Zhang, Pascal Notin, Yining Huang, Aurélie Lozano, Vijil Chenthamarakshan, Debora Marks, Payel Das, Jian Tang
NeurIPS, 2024. A multimodal framework that integrates protein sequence, structure, and surface topology features to achieve state-of-the-art fitness prediction.
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