"mutation effect prediction" Papers

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Evolution-Inspired Loss Functions for Protein Representation Learning

Chengyue Gong, Adam Klivans, James Loy et al.

GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation

Haitao Lin, Lirong Wu, Yufei Huang et al.

Learning to design protein-protein interactions with enhanced generalization

Anton Bushuiev, Roman Bushuiev, Petr Kouba et al.

ICLR 2024arXiv:2310.18515

Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning

Lirong Wu, Yijun Tian, Haitao Lin et al.

ICML 2024arXiv:2405.10348