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De Novo Molecular Design Using 3d Molecular Structure Information, Gillian Hughes
De Novo Molecular Design Using 3d Molecular Structure Information, Gillian Hughes
Annual Student Research Poster Session
Predicting small molecule potency against a target receptor is critically important in the drug discovery process. By evaluating literature and associated GitHub repositories, we developed a deep learning model based on 3-D molecule and protein structure information to generate new small molecules and predict their binding affinity with protein receptors.
Supervisor: Hongzhou Zhang, PhD