Metabolic activity organizes olfactory representations
eLife, 2023. [All Versions]. [Code & Data]. Odorous compounds with similar POM representations are more likely to co-occur within a substance and be metabolically closely related; metabolic reaction sequences also follow smooth paths in POM despite large jumps in molecular…
- from
- AGI & CoCoSci
- added
- 2026-10-10
- likes
- 0
similar
-
A principal odor map unifies diverse tasks in olfactory perception science.org
Science, 2023. [All Versions]. [Code]. [Data (Reproduced)]. [Preprint]. [GoodScents Database]. [Leffingwell Database]. Mapping molecular structure to odor perception is a key challenge in olfaction. This work used graph neural networks to generate a principal odor map (POM)…
-
Packmol m3g.iqm.unicamp.br
-
Meta-analysis of the functional neuroimaging literature with probabilistic logic programming nature.com
Scientific Reports, 2022. [All Versions]. Inferring reliable brain-behavior associations requires synthesizing evidence from thousands of functional neuroimaging studies through meta-analysis. However, existing meta-analysis tools are limited to investigating simple…
-
Bridging the information gap in organic chemical reactions nature.com
Nature Chemistry, 2024. [All Versions]. This perspective article formulates eight principles to improve data management in scientific publications relating to data standardization, reproducibility and evaluation, and encourage scientists to go beyond current publication…
-
ESM3 github.com
Multimodal protein language model that jointly reasons over sequence, structure, and function for generative protein design and engineering.
-
Human Comprehensible Active Learning of Genome-Scale Metabolic Networks arxiv.org
AAAI Spring Symposium Series 2023 on Computational Scientific Discovery, 2023. [All Versions]. [Extended Abstract]. [Slides]. This work introduces a novel machine learning framework ILP-iML1515 based on Inductive Logic Programming (ILP) that performs abductive logical reasoning…
AGI & CoCoSci › Papers > Concepts > AI Concept Representation: “eLife, 2023. [All Versions]. [Code & Data]. Odorous compounds with similar POM representations are more likely to co-occur within a substance and be metabolically closely related; metabolic reaction sequences also follow smooth paths in POM despite large jumps in molecular…”