Niles Huang

University of North Carolina at Chapel Hill — United States

Computer Science · Physical Sciences

3h-index109citations4works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(4), Machine Learning in Materials Science(2), Chemical Synthesis and Analysis(1), Protein Degradation and Inhibitors(1)

Publications4 total

Generative and reinforcement learning approaches for the automated de novo design of bioactive compounds
UNC Libraries·2024Open Access
Generative and reinforcement learning approaches for the automated de novo design of bioactive compounds
Communications Chemistry·2022· 94 citedOpen Access
A Bag of Tricks for Automated De Novo Design of Molecules with the Desired Properties: Application to EGFR Inhibitor Discovery
2021· 3 citedOpen Access
A Bag of Tricks for Automated De Novo Design of Molecules with the Desired Properties: Application to EGFR Inhibitor Discovery
2021· 12 citedOpen Access

Frequent Co-authors

Stephen J. Capuzzi(4), Dmytro S. Radchenko(4), Olena Savych(4), Carrow I. Wells(4), Timothy M. Willson(4), Alexander Tropsha(4), Olexandr Isayev(4), Maria Korshunova(3), Yuriy S. Moroz(2), Yurii S. Moroz(2), Maria Korshunova(1)