Shawn Reeves

This paper introduces ESM-MSR, a model fine-tuned for predicting protein stability with multiple mutations, showing improved performance on several benchmarks.

This study evaluates six protein sequence likelihood models for thermostability prediction of protein variants, showing competitive performance compared to supervised methods and highlighting their complementary strengths.