Author

Fangyu Lin

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Open access Jul 2026

Magnolol mitigates neuroinflammation via NF-κB/IL-6/IL-1β pathways in AlCl₃-induced Alzheimer’s disease: insights from in-vivo and in-silico investigations

Results show that magnolol has important neuroprotective effects by reducing oxidative stress and inhibiting important inflammatory mediators, underscoring its potential as an effective treatment option for AD.

Fangyu Lin, Yue Teng · 3 Biotech · 0 citations

Jul 2026

Chem World: A Large-Scale Benchmark and Physics-Informed Framework for Trustworthy Chemical Property Prediction

Chem World is introduced, a comprehensive benchmark for chemical property prediction that integrates 17 diverse chemical datasets with over 800,000 molecular samples, covering various properties including density, electrical conductivity, solubility, and other molecular characteristics and Mixture-PINN is proposed, a p...

Tianyou Bai, Huanfei Wang, Ming Gao et al. · arXiv.org · 0 citations