Investigation of the structure-odor relationship using a Transformer model

Abstract The relationships between molecular structures and their properties are subtle and complex, and the properties of odor are no exception. Molecules with similar structures, such as a molecule and its optical isomer, may have completely different odors, whereas molecules with completely disti...

Full description

Bibliographic Details
Main Authors: Xiaofan Zheng, Yoichi Tomiura, Kenshi Hayashi
Format: Article
Language:English
Published: BMC 2022-12-01
Series:Journal of Cheminformatics
Subjects:
Online Access:https://doi.org/10.1186/s13321-022-00671-y