[Poster] Learning the Language of Smell: Foundation Models for Protein-Odor Interactions.

Grant D. McConachie, Emily Duniec, Meg A. Younger, Brian DePasquale.

Frontiers in NeuroAI Symposium 2025, Kempner Institute, USA. Conference

[Poster] Improved Odor-Receptor Interaction Predictions via Self-Supervised Learning.

Grant D. McConachie, Emily Duniec, Meg A. Younger, Brian DePasquale.

NAISys 2024, Cold Spring Harbor Laboratory, USA. Conference

[Poster] A Graph Neural Network Self Supervised Learning Approach to Generate a Meaningful Chemical Latent Space for Olfactory Tasks.

Grant D. McConachie, Meg A. Younger, Brian DePasquale.

AChemS 2024, FL, USA. Conference

[Poster] Graph neural network guided in silico deorphanization technique for olfactory receptors.

Grant D. McConachie, Meg A. Younger, Brian DePasquale.

COSYNE 2024, Lisbon, Portugal. Conference

[Paper] Screen for New Antimicrobial Natural Products from the NCI Program for Natural Product Discovery Prefractionated Extract Library

Lucero Martínez-Fructuoso, S. J. Ryan Arends, Vitor F. Freire, Jason R. Evans, Sean DeVries, Brian D. Peyser, Rhone K. Akee, Christopher C. Thornburg, Rohitesh Kumar, Susan Ensel, Gina M. Morgan, Grant D. McConachie, Nathan Veeder, Leonard R. Duncan, Tanja Grkovic, Barry R. O’Keefe.

ACS Infectious Diseases (2023), 9(6):1245–1256. DOI

[Paper] National Cancer Institute (NCI) Program for Natural Product Discovery: Exploring NCI-60 Screening Data of Natural Product Samples with Artificial Neural Networks.

Jason R Evans, Rhone K Akee, Shaurya Chanana, Grant D. McConachie, Christopher C. Thornburg, Tanja Grkovic, Barry R. O'Keefe.

ACS Omega (2023), 8(10):9250–9256. DOI

[Paper] Recommendation System to Predict Missing Adsorption Properties of Nanoporous Materials.

Arni Sturluson, Ali Raza, Grant D. McConachie, Daniel W. Siderius, Xiaoli Z. Fern, Cory M. Simon.

Chemistry of Materials (2021), 33(18):7203–7216. DOI