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Sep 2026

Cost-effective colour feature-based rapid prediction of secondary metabolites in Dendrobium nobile with insights from MALDI-MSI and transcriptomic analysis.

BACKGROUND AND PURPOSE Secondary metabolite content is a key indicator of medicinal plant quality. However, traditional quantitative analysis methods are often time-consuming and involve the use of toxic reagents. This study aims to address the challenge of rapidly and cost-effectively detecting the content of various...

Guang-Ying Du, Jin-Yue Wu, Jiang Chen et al. · 0 citations
Preprint Aug 2026

UBio-MolFM: Enabling Biomolecular Dynamics at DFT Accuracy and $10^5$ Atoms with One Untuned Potential

Ion conduction, membrane permeation and metal recognition hinge on electronic structure, yet first-principles simulation reaches only hundreds of atoms. UBio-MolFM lifts that ceiling: a foundation model trained on 160 million quantum-chemical labels, its receptive field spanning non-covalent distances at near-linear co...

Lin Huang, Frank Peng, Jiajun Cheng et al. · 0 citations

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