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Phuoc-Chung Van Nguyen

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Featured publications

Novel machine learning approach toward classification model of HIV-1 integrase inhibitors10 citations
RSC Advances · 2024 · DOI
KGG : Knowledge-Guided Graph Self-Supervised Learning to Enhance Molecular Property Predictions9 citations
Journal of Chemical Information and Modeling · 2025 · DOI
Discovery of Vascular Endothelial Growth Factor Receptor 2 Inhibitors Employing Junction Tree Variational Autoencoder with Bayesian Optimization and Gradient Ascent3 citations
ACS Omega · 2024 · DOI
A Graph Neural Network Model Enables Accurate Prediction of Anaplastic Lymphoma Kinase Inhibitors Compared to Other Machine Learning Models2 citations
· 2023 · DOI
Innovative virtual screening of PD-L1 inhibitors: the synergy of molecular similarity, neural networks and GNINA docking1 citations
Future Medicinal Chemistry · 2024 · DOI
Innovative Virtual Screening of PD-L1 Inhibitors: The Synergy of Molecular Similarity, Neural Networks, and GNINA Docking1 citations
ChemRxiv · 2024 · DOI
SynCat: molecule-level attention graph neural network for precise reaction classification1 citations
Digital Discovery · 2025 · DOI
Novel machine learning approach toward classification model of HIV-1 integrase inhibitors1 citations
ChemRxiv · 2024 · DOI
SynCat: A light weight graph neural network model to classify chemical reactions1 citations
ChemRxiv · 2025 · DOI
Rank-Resolved Multi-Engine Docking and Optuna-Optimized Re-Ranking with ProDock for Virtual Screening
bioRxiv (Cold Spring Harbor Laboratory) · 2026 · DOI

About the field of Pharmacy

Common research topics in this field:

Natural product bioactivities and synthesisEssential Oils and Antimicrobial ActivityPhytochemistry and Biological ActivitiesPhytochemicals and Antioxidant ActivitiesComputational Drug Discovery MethodsMicrobial Natural Products and Biosynthesis

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Phuoc-Chung Van NguyenUniversity of Medicine and Pharmacy at Ho Chi Minh City
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