Patents by Inventor Sreedhar Athikam

Sreedhar Athikam 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).

  • Deep neural network assisted prediction using Monte Carlo simulations
    Patent number: 12141873
    Abstract: Testing prototype indices is provided. The method comprises receiving input of a number of historical index values and performing a number of Monte Carlo simulations based on the historical index values to predict future index values. A number of attributes of the historical index values are calculated, and the Monte Carlo simulations are correlated with the attributes to identify a filtered subset of predicted future index values having an accuracy above a defined threshold. The filtered subset of predicted future index values are fed into a deep neural network (DNN) that outputs a confidence score for each of the filtered subset of predictive future index values.
    Type: Grant
    Filed: March 10, 2023
    Date of Patent: November 12, 2024
    Assignee: S&P Global Inc.
    Inventors: Sunilkumar Muthyala, Sreedhar Athikam
  • Deep Neural Network Assisted Prediction Using Monte Carlo Simulations
    Publication number: 20240303741
    Abstract: Testing prototype indices is provided. The method comprises receiving input of a number of historical index values and performing a number of Monte Carlo simulations based on the historical index values to predict future index values. A number of attributes of the historical index values are calculated, and the Monte Carlo simulations are correlated with the attributes to identify a filtered subset of predicted future index values having an accuracy above a defined threshold. The filtered subset of predicted future index values are fed into a deep neural network (DNN) that outputs a confidence score for each of the filtered subset of predictive future index values.
    Type: Application
    Filed: March 10, 2023
    Publication date: September 12, 2024
    Inventors: Sunilkumar Muthyala, Sreedhar Athikam