Patents by Inventor Shanmukesh VANKAYALA

Shanmukesh VANKAYALA 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).

  • Mobility and transportation need generator using neural networks
    Patent number: 11816179
    Abstract: A method, software tool, and system for generating realistic synthetic ride-requests associated with a mobility or transportation service, including: utilizing a generative adversarial network, learning the spatial-temporal distribution of a plurality of real ride-requests; and, utilizing the generative adversarial network and based on the learning step, generating one or more synthetic source and destination ride-request geolocations that retain a statistical distribution of the plurality of real ride-requests. The generative adversarial network is a Wasserstein generative adversarial network.
    Type: Grant
    Filed: March 25, 2020
    Date of Patent: November 14, 2023
    Assignee: Volvo Car Corporation
    Inventors: Usha Nookala, Ebrahim Alareqi, Sihao Ding, Shanmukesh Vankayala
  • MOBILITY AND TRANSPORTATION NEED GENERATOR USING NEURAL NETWORKS
    Publication number: 20200226205
    Abstract: A method, software tool, and system for generating realistic synthetic ride-requests associated with a mobility or transportation service, including: utilizing a generative adversarial network, learning the spatial-temporal distribution of a plurality of real ride-requests; and, utilizing the generative adversarial network and based on the learning step, generating one or more synthetic source and destination ride-request geolocations that retain a statistical distribution of the plurality of real ride-requests. The generative adversarial network is a Wasserstein generative adversarial network.
    Type: Application
    Filed: March 25, 2020
    Publication date: July 16, 2020
    Inventors: Usha NOOKALA, Ebrahim ALAREQI, Sihao DING, Shanmukesh VANKAYALA