Towards Interpretable Protein Structure Prediction with Sparse Autoencoders

Nithin Parsan, David J. Yang, John J. Yang

Protein language models have revolutionized structure prediction, but their nonlinear nature obscures how sequence representations inform structure prediction. While sparse autoenc…