All Stories

  1. Understanding Uncertainty: How Lay Decision-makers Perceive and Interpret Uncertainty in Human-AI Decision Making

    Article • March 2023, ACM (Association for Computing Machinery)

    Xun Huan

  2. A Bayesian Approach for Quantifying Data Scarcity when Modeling Human Behavior via Inverse Reinforcement Learning

    Article • ACM Transactions on Computer-Human Interaction, February 2023, ACM (Association for Computing Machinery)

    Xun Huan, Anindya Das Antar, Tahera Hossain

  3. A Data-Driven Approach for Enhancement of Propeller Performance Prediction

    Article • June 2022, American Institute of Aeronautics and Astronautics (AIAA)

    Xun Huan

  4. Towards Real-Time In-Flight Ice Detection Systems via Computational Aeroacoustics and Machine Learning

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

    Xun Huan, Prof. Alberto Guardone

  5. Uncertainty Propagation Using Conditional Random Fields in Large-Eddy Simulations of Scramjet Computations

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

    Xun Huan

  6. Enhancing Model Predictability for a Scramjet Using Probabilistic Learning on Manifolds

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

    Xun Huan, Professor Emeritus Christian SOIZE

  7. Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations

    Article • AIAA Journal, March 2018, American Institute of Aeronautics and Astronautics (AIAA)

    Xun Huan