Patents by Inventor Michael Colbus

Michael Colbus 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).

  • Methods of Identifying Models for Iterative Model Developing Techniques
    Publication number: 20200159873
    Abstract: Systems and methods of reducing computation time required to implement iterative model development techniques. Methods of the inventive subject matter are directed to the generation and identification of models having desirable characteristics that can be used to seed iterative model development techniques, thereby reducing required computation time. Models are generated and then various parameters and metrics describing attributes of those models are determined. Model development is ceased depending on one or any combination of the various parameters and metrics.
    Type: Application
    Filed: October 10, 2017
    Publication date: May 21, 2020
    Inventors: Patrick Lilley, Michael Colbus, Reece Colbus, Hunter Colbus
  • Methods for automatically generating accurate models in reduced time
    Patent number: 10510010
    Abstract: This invention comprises a method of simulating an ecological environment, where digital agents within the environment are capable of processing data, and agents that successfully process data are permitted to reproduce to generate new algorithms. The invention is a groundbreaking advance in artificial intelligence and machine learning and enables processes that were once considered computationally impossible.
    Type: Grant
    Filed: October 11, 2017
    Date of Patent: December 17, 2019
    Assignee: Liquid Biosciences, Inc.
    Inventors: Beau Walker, Michael Colbus, Reece Colbus, Hunter Colbus, Patrick Lilley