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Document Type
Poster
Publication Date
Fall 10-2020
Abstract
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
Recommended Citation
Hughes, Gillian, "De Novo Molecular Design Using 3D Molecular Structure Information" (2020). Annual Student Research Poster Session. 39.
https://scholarship.depauw.edu/srfposters/39
Funding and Acknowledgements
Gillian Hughes
Eli Lilly, Research IDS
Supported by: Eli Lilly