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Status: Unchecked ×Keyword: inverse protein folding ×Clear all

2 claims from 1 paper

1. Biochemistry, Genetics and Molecular Biology › Protein Structure and Dynamics

   Modality-chain reasoning enables multimodal protein modelling and design

   Liu, Chao, Ji et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2025

   Unchecked2 claims
   Show 2 claims

   1. Unchecked“Across zero-shot structure prediction, inverse folding and fitness prediction, ProteinReasoner outperformed two multimodal protein foundation models, while controlled comparisons supported the functional contribution of the modality chain.”
   2. Unchecked“In particular, across thermostability and affinity-maturation evaluations, this paradigm improved over matched fine-tuned models and showed stronger mean performance than target-specific active-learning baselines.”