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Jian-Wang Liu

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Open access Sep 2026

MMP2Mol: a matched molecular pairs-based framework for ligand-based de novo drug design

Findings indicate that MMP-derived chemical knowledge can improve the focus and reproducibility of ligand-based molecular generation under limited-data conditions and provides a practical strategy for computational candidate generation and prioritization in early-stage drug discovery.

De-Kun Chen, Hui Li, Jian-Wang Liu et al. · 0 citations

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