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Open access Sep 2026

Machine Learning–Based QSAR Screening of Natural Product and ZINC Libraries Uncovers Stable BACE-1 Inhibitors Validated by Gaussian Accelerated Molecular Dynamics (GaMD) Simulations

Beta-site amyloid precursor protein cleaving enzyme 1 (BACE-1) plays a central role in amyloid-β production and remains an important therapeutic target for Alzheimer’s disease. This study developed an integrated quantitative structure–activity relationship and molecular dynamics (QSAR–MD) framework to identify promisin...

Waqar Ahmad, Xin-Yi Zhu, Shahin Shah Khan et al. · 0 citations

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