Patents by Inventor Michal Kazmierski

Michal Kazmierski 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).

  • PEST DISTRIBUTION MODELING WITH HYBRID MECHANISTIC AND MACHINE LEARNING MODELS
    Publication number: 20230169416
    Abstract: Systems and methods for modeling a population density of a pest are provided. A computer implemented method for modeling a population density of a pest can include receiving environmental data corresponding to a first time point. The method can include generating model input data from the environmental data using a machine learning model. The method can also include generating a population density of the pest from the model input data using a mechanistic model. The population density can correspond to a second time point temporally after the first time point.
    Type: Application
    Filed: August 24, 2022
    Publication date: June 1, 2023
    Inventors: Michal Kazmierski, Haoyu Zhang, Szymon Zmyslony