A segment-level transformer predicts enzyme temperature stability with RMSE 24.03 and Pearson 0.33, and guided a cutinase variant with 1.64-fold improved activity after heat treatment.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
REJECT 1representative citing papers
citing papers explorer
-
Modeling enzyme temperature stability from sequence segment perspective
A segment-level transformer predicts enzyme temperature stability with RMSE 24.03 and Pearson 0.33, and guided a cutinase variant with 1.64-fold improved activity after heat treatment.