Patents by Inventor Michael BOWLES

Michael BOWLES 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).

  • SYSTEMS AND METHODS FOR GENERATING REPRODUCED ORDER- DEPENDENT REPRESENTATIONS OF A CHEMICAL COMPOUND
    Publication number: 20220328141
    Abstract: A method includes generating a graph of a chemical compound based on at least one of an order-dependent representation of the chemical compound and a molecular graph representation of the chemical compound, encoding the graph based on an adjacency matrix of a graph convolutional neural network (GCN), an activation function of the GCN, and one or more weights of the GCN to generate a latent vector representation of the chemical compound, and decoding the latent vector representation based on a plurality of hidden states of a neural network (NN) to generate a reproduced order-dependent representation of the chemical compound.
    Type: Application
    Filed: March 31, 2022
    Publication date: October 13, 2022
    Applicant: Collaborative Drug Discovery, Inc.
    Inventors: Peter GEDECK, Barry A. BUNIN, Michael BOWLES, Philip CHEUNG, Alex Michael CLARK