All Stories

  1. Output-based adaptive aerodynamic simulations using convolutional neural networks

    Article • Computers & Fluids, June 2021, Elsevier

    Guodong Chen

  2. Metric-based, goal-oriented mesh adaptation using machine learning

    Article • Journal of Computational Physics, February 2021, Elsevier

    Guodong Chen

  3. Variable-fidelity multipoint aerodynamic shape optimization with output-based adapted meshes

    Article • Aerospace Science and Technology, October 2020, Elsevier

    Guodong Chen

  4. A Machine-Learning Anisotropy Detection Algorithm for Output-Adapted Meshes

    Article • January 2020, American Institute of Aeronautics and Astronautics (AIAA)

    Guodong Chen

  5. Output-Based Error Estimation and Mesh Adaptation Using Convolutional Neural Networks: Application to a Scalar Advection-Diffusion Problem

    Article • January 2020, American Institute of Aeronautics and Astronautics (AIAA)

    Guodong Chen

  6. Output‐based mesh optimization for hybridized and embedded discontinuous Galerkin methods

    Article • International Journal for Numerical Methods in Engineering, November 2019, Wiley

    Guodong Chen

  7. High-Reynolds number transitional flow simulation via parabolized stability equations with an adaptive RANS solver

    Article • Aerospace Science and Technology, August 2019, Elsevier

    Guodong Chen

  8. Output-Based Mesh Adaptation for Variable-Fidelity Multipoint Aerodynamic Optimization

    Article • June 2019, American Institute of Aeronautics and Astronautics (AIAA)

    Guodong Chen, Krzysztof Fidkowski

  9. Discretization error control for constrained aerodynamic shape optimization

    Article • Journal of Computational Physics, June 2019, Elsevier

    Guodong Chen

  10. Transition Prediction over Aerospace Configurations using a Non-local, Nonparallel Flow Stability Approach

    Article • January 2019, American Institute of Aeronautics and Astronautics (AIAA)

    Guodong Chen, Gustavo Luiz Olichevis Halila, Krzysztof Fidkowski

  11. Airfoil Shape Optimization Using Output-Based Adapted Meshes

    Article • June 2017, American Institute of Aeronautics and Astronautics (AIAA)

    Guodong Chen, Krzysztof Fidkowski