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Cheminformatics
The algebraic extended atom-type graph-based model for precise ligand–receptor binding affinity prediction
Introduces AGL-EAT-Score, an algebraic graph-based scoring function for ligand–receptor binding affinity prediction; shows strong benchmark performance.
Farjana Mukta
Masud Rana
Avery Meyer
Sally Ellingson
Duc Nguyen
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A Combined Computational and Experimental Approach to Studying Tropomyosin Kinase Receptor B Binders for Potential Treatment of Neurodegenerative Diseases
This study combines computational docking and experimental screening to identify and validate novel TrkB binders as potential therapeutic agents for neurodegenerative diseases.
Duc Nguyen
Shomit Mansur
Lukasz Ciesla
Nora E. Gray
Shan Zhao
Yuping Bao
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Novel Molecular Representations Using Neumann-Cayley Orthogonal Gated Recurrent Unit
This study proposes a new molecular fingerprinting method using Neumann-Cayley Gated Recurrent Units (NC-GRU) within an autoencoder to enhance molecular property prediction.
Edison Mucllari
Vasily Zadorozhnyy
Qiang Ye
Duc Nguyen
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