Patents by Inventor Dana Lauren McDaniel

Dana Lauren McDaniel 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).

  • USE OF GENETIC ALGORITHMS TO DETERMINE A MODEL TO IDENTITY SAMPLE PROPERTIES BASED ON RAMAN SPECTRA
    Publication number: 20230009725
    Abstract: Techniques are disclosed for using a genetic algorithm to identify a processing pipeline that transforms spectra into a form usable to generate predicted characteristics of corresponding samples. The genetic algorithm is used to generate and evaluate multiple candidate solutions specifying various pre-processing and machine-learning-processing configurations. The processing pipeline is defined based on the candidate solutions.
    Type: Application
    Filed: September 19, 2022
    Publication date: January 12, 2023
    Applicant: GENENTECH, INC.
    Inventors: Dana Lauren McDaniel, Elvira Kadaub, Bingchuan Wei, Andrew James Maier, Gordon Edward Magill