An explainability framework for deep learning on chemical reactions exemplified by enzyme-catalysed reaction classification
Abstract Assigning or proposing a catalysing enzyme given a chemical or biochemical reaction is of great interest to life sciences and chemistry alike. The exploration and design of metabolic pathways and the challenge of finding more sustainable enzyme-catalysed alternatives to traditional organic...
Main Author: | |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2023-11-01
|
Series: | Journal of Cheminformatics |
Subjects: | |
Online Access: | https://doi.org/10.1186/s13321-023-00784-y |