All Stories

  1. Conceptual Design Space Exploration of Hypersonic Aircraft Using Emulator Embedded Neural Networks

    Article • July 2025, American Institute of Aeronautics and Astronautics (AIAA)

    Atticus Beachy

  2. Adaptive Selection of Decomposed Function Information Sources for Rapid Neural Networks

    Article • AIAA Journal, January 2025, American Institute of Aeronautics and Astronautics (AIAA)

    Atticus Beachy

  3. Conceptual Aerothermal-Structural Design Space Exploration Using Adaptive Machine Learning

    Article • July 2024, American Institute of Aeronautics and Astronautics (AIAA)

    Atticus Beachy

  4. Efficient Multi-Fidelity Modeling of Constraints for Design Optimization Based on Expected Usefulness

    Article • January 2021, American Institute of Aeronautics and Astronautics (AIAA)

    Atticus Beachy

  5. Emulator Embedded Neural Networks for Multi-Fidelity Conceptual Design Exploration of Hypersonic Vehicles

    Article • January 2021, American Institute of Aeronautics and Astronautics (AIAA)

    Atticus Beachy

  6. Multifidelity Modeling Using Nondeterministic Localized Galerkin Approach

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

    Atticus Beachy

  7. Multi-Fidelity Modeling using Non-Deterministic Localized-Galerkin Approach

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

    Atticus Beachy