Article

Machine Learning Based Modelling of Human and Insect Olfaction Screens Millions of compounds to Identify Pleasant Smelling Insect Repellents

2023-12-26

Abstract excerpt

The rational discovery of behaviorally active odorants is impeded by limited information on how the olfactory system generates percept or valence for a volatile chemical. In previous studies, we showed that chemical informatics could be used to predict ligands for a large repertoire of odorant receptors in Drosophila (Boyle et al., 2013). However, it remained difficult to predict behavioral valence of volatiles s...

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Literature Corpus work: f4f87afa-c04f-531a-9858-c6484ec9f497
DOI: 10.1101/2023.12.25.573309

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Machine Learning Based Modelling of Human and Insect Olfaction Screens Millions of compounds to Identify Pleasant Smelling Insect RepellentsDOI 10.1101/2023.12.25.573309Read

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