Hi all,
Aniket Zinzuwadia has been working with Ben over the last year - he'll talk
tomorrow at group meeting. See below for his title and abstract.
All the best,
Ian
-----------------
Title: Predicting smell of molecules using chemical features
Abstract: Can we build ML models that predict smell from chemical
structure? I will be discussing this question through the work I have done
over the past year for my senior thesis. In collaboration with the Murthy
Lab, I have focused on the problem of whether we can predict smell from
chemical structure. I will discuss the various approaches and data sources
I have used to tackle this problem primarily the applications of gpmol to
this question. Then, I will provide some initial results on whether
Gaussian processes effectively predict and classify a molecule’s perceptual
attributes with some combination of chemical features.
Show replies by date