Patents by Inventor Philip O'Kelly

Philip O'Kelly has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20200327963
    Abstract: The disclosure enables latent space exploration of a dataset based on drug molecular-structure data and drug biological-treatment data for a set of drug compounds in order to determine optimal drug compounds for treating diseases. Regional interpolation, including a linear interpolation (LERP) operation and a non-linear interpolation operation such as a spherical linear interpolation (SLERP), along with quantitative structure-activity relationship (QSAR) models may be utilized to navigate through a latent space generated from a variational auto-encoder (VAE), in accordance with certain embodiments.
    Type: Application
    Filed: June 19, 2019
    Publication date: October 15, 2020
    Inventors: Qurrat Ul Ain, Nicholas McCarthy, Jeremiah Hayes, Philip O'Kelly, Patrick Moreau