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@Willcox-Research-Group

Willcox Research Group

Research projects supervised by Dr. Karen Willcox, director of the Oden Institute for Computational Engineering & Sciences at the University of Texas at Austin

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  1. rom-operator-inference-Python3 rom-operator-inference-Python3 Public

    Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

    Python 67 30

  2. ROM-OpInf-Combustion-2D ROM-OpInf-Combustion-2D Public

    Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.

    Python 28 18

  3. affine-parametric-opinf affine-parametric-opinf Public

    Source code for the paper "Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference" by McQuarrie, Khodabakhshi, and Willcox

    Python 4 1

Repositories

Showing 4 of 4 repositories
  • rom-operator-inference-Python3 Public

    Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

    Willcox-Research-Group/rom-operator-inference-Python3’s past year of commit activity
    Python 67 MIT 30 8 1 Updated Nov 20, 2024
  • affine-parametric-opinf Public

    Source code for the paper "Non-intrusive reduced-order models for parametric partial differential equations via data-driven operator inference" by McQuarrie, Khodabakhshi, and Willcox

    Willcox-Research-Group/affine-parametric-opinf’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Dec 5, 2022
  • ROM-OpInf-Combustion-2D Public

    Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" by S. A. McQuarrie, C. Huang, and K. E. Willcox.

    Willcox-Research-Group/ROM-OpInf-Combustion-2D’s past year of commit activity
    Python 28 MIT 18 0 0 Updated Jul 1, 2022
  • rom-operator-inference-MATLAB Public Forked from elizqian/operator-inference

    (MIRROR) Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.

    Willcox-Research-Group/rom-operator-inference-MATLAB’s past year of commit activity
    MATLAB 2 10 0 0 Updated Jan 28, 2022

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