Patents by Inventor Srinivasan JAGNNATHAN

Srinivasan JAGNNATHAN 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).

  • Stochastic realization of parameter inversion in physics-based empirical models
    Patent number: 11668684
    Abstract: Methods and systems for solving inverse problems arising in systems described by a physics-based forward propagation model use a Bayesian approach to model the uncertainty in the realization of model parameters. A Generative Adversarial Network (“GAN”) architecture along with heuristics and statistical learning is used. This results in a more reliable point estimate of the desired model parameters. In some embodiments, the disclosed methodology may be applied to automatic inversion of physics-based modeling of pipelines.
    Type: Grant
    Filed: July 23, 2019
    Date of Patent: June 6, 2023
    Assignee: Landmark Graphics Corporation
    Inventors: Srinivasan Jagnnathan, Oluwatosin Ogundare, Srinath Madasu, Keshava Rangarajan
  • Stochastic Realization of Parameter Inversion in Physics-Based Empirical Models
    Publication number: 20210164944
    Abstract: Methods and systems for solving inverse problems arising in systems described by a physics-based forward propagation model use a Bayesian approach to model the uncertainty in the realization of model parameters. A Generative Adversarial Network (“GAN”) architecture along with heuristics and statistical learning is used. This results in a more reliable point estimate of the desired model parameters. In some embodiments, the disclosed methodology may be applied to automatic inversion of physics-based modeling of pipelines.
    Type: Application
    Filed: July 23, 2019
    Publication date: June 3, 2021
    Inventors: Srinivasan JAGNNATHAN, Oluwatosin OGUNDARE, Srinath MADASU, Keshava RANGARAJAN