Papers
1–3 of 3Research Paper·Jan 29, 2026
Conditional Generative Framework with Peak-Aware Attention for Robust Chemical Detection under Interferences
Gas chromatography-mass spectrometry (GC-MS) is a widely used analytical method for chemical substance detection, but measurement reliability tends to deteriorate in the presence of interfering substa...
8.0 viability
Research Paper·Jan 27, 2026
AROMMA: Unifying Olfactory Embeddings for Single Molecules and Mixtures
Public olfaction datasets are small and fragmented across single molecules and mixtures, limiting learning of generalizable odor representations. Recent works either learn single-molecule embeddings o...
7.0 viability
Research Paper·Mar 12, 2026
Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding
Existing chemical understanding tasks primarily rely on static molecular representations, limiting their ability to model inherently dynamic phenomena such as bond breaking or conformational changes, ...
5.0 viability