2 citations · 2 across the 3 of their papers we have counts for
3 papers
GraphNOSE: A Graph Transformer in Olfaction
Mrityunjay Sharma, Sarabeshwar Balaji, Valentina Parma +1
Predicting olfactory qualities from molecular structure is an open problem in chemoinformatics. Although linear models can link molecular features to odor descriptors, they often f…
An Explainable AI based approach for Monitoring Animal Health
Rahul Jana, Shubham Dixit, Mrityunjay Sharma +1
Monitoring cattle health and optimizing yield are key challenges faced by dairy farmers due to difficulties in tracking all animals on the farm. This work aims to showcase modern d…
Navigating the Fragrance space Via Graph Generative Models And Predicting Odors
Mrityunjay Sharma, Sarabeshwar Balaji, Pinaki Saha +1
We explore a suite of generative modelling techniques to efficiently navigate and explore the complex landscapes of odor and the broader chemical space. Unlike traditional approach…