High-Fidelity Tuning of Olfactory Mixture Distances in the Perceptual Space of Smell Through a Community Effort
Vahid Satarifard, Laura Sisson, Yikun Han, Pedro Ilídio, Matej Hladiš, Maxence Lalis, Xuebo Song, Tiffany Yang, Wenjie Yin, Aharon Ravia, Xingyu Zheng, Gaia Andreoletti, Jacob W. Albrecht, Robert Pellegrino, Wang Ze-hua, , Alexei A. Koulakov
The paper presents an ensemble model that improves predictions of perceptual similarity between odor mixtures using a curated dataset and collaborative challenge results.
Proceedings of the National Academy of Sciences · Aug 4, 2026Peer-reviewedNeuroscience