Patents by Inventor Yoolhee Kim

Yoolhee Kim 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).

  • PREDICTIVE DESIGN SPACE METRICS FOR MATERIALS DEVELOPMENT
    Publication number: 20200272703
    Abstract: A system and a method are disclosed for predicting design space quality for materials development and manufacture. In an embodiment, a processor receives input of a material property and a design space. The processor identifies a best data point. For each respective candidate material of the design space, the processor receives, as output from a model, a respective property value. The processor determines respective property values that exceed the property value of the best data point adds them to a subset of candidate materials. The processor determines a PFIC score for candidates in the subset. The processor generates a plurality of curves, each reflecting a respective probability distribution of property values. The processor determines a CMLI score based on the plurality of respective curves. The processor determines that the design space is high quality based on the PFIC and CMLI scores, and outputs a recommendation to proceed.
    Type: Application
    Filed: September 12, 2019
    Publication date: August 27, 2020
    Inventors: Yoolhee Kim, Erin Melissa Tan Antono, Edward Soo Kim, Bryce William Meredig, Julia Black Ling
  • Predictive design space metrics for materials development
    Patent number: 10657300
    Abstract: A system and a method are disclosed for predicting design space quality for materials development and manufacture. In an embodiment, a processor receives input of a material property and a design space. The processor identifies a best data point. For each respective candidate material of the design space, the processor receives, as output from a model, a respective property value. The processor determines respective property values that exceed the property value of the best data point adds them to a subset of candidate materials. The processor determines a PFIC score for candidates in the subset. The processor generates a plurality of curves, each reflecting a respective probability distribution of property values. The processor determines a CMLI score based on the plurality of respective curves. The processor determines that the design space is high quality based on the PFIC and CMLI scores, and outputs a recommendation to proceed.
    Type: Grant
    Filed: October 2, 2019
    Date of Patent: May 19, 2020
    Assignee: CITRINE INFORMATICS, INC.
    Inventors: Yoolhee Kim, Erin Melissa Tan Antono, Edward Soo Kim, Bryce William Meredig, Julia Black Ling