Patents by Inventor Misha Elena Kilmer

Misha Elena Kilmer 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).

  • Multi-linear dynamical model reduction
    Patent number: 11188616
    Abstract: An illustrative embodiment includes a method for solving a dynamical system. The method comprises: obtaining multidimensional snapshots representing respective discrete solutions of the dynamical system; storing the multidimensional snapshots within a snapshot tensor having an order of at least three; generating a basis for at least a subspace of a state space of the dynamical system at least in part by performing a decomposition of the snapshot tensor; deriving a reduced order model at least in part by using the basis to project the dynamical system from the state space onto the subspace; and solving the reduced order model of the dynamical system.
    Type: Grant
    Filed: February 25, 2020
    Date of Patent: November 30, 2021
    Assignees: International Business Machines Corporation, Trustees of Tufts College, Ramot at Tel Aviv University Ltd.
    Inventors: Lior Horesh, Misha Elena Kilmer, Haim Avron, Jiani Zhang
  • MULTI-LINEAR DYNAMICAL MODEL REDUCTION
    Publication number: 20210271730
    Abstract: An illustrative embodiment includes a method for solving a dynamical system. The method comprises: obtaining multidimensional snapshots representing respective discrete solutions of the dynamical system; storing the multidimensional snapshots within a snapshot tensor having an order of at least three; generating a basis for at least a subspace of a state space of the dynamical system at least in part by performing a decomposition of the snapshot tensor; deriving a reduced order model at least in part by using the basis to project the dynamical system from the state space onto the subspace; and solving the reduced order model of the dynamical system.
    Type: Application
    Filed: February 25, 2020
    Publication date: September 2, 2021
    Inventors: Lior Horesh, Misha Elena Kilmer, Haim Avron, Jiani Zhang