All Stories

  1. Uncertainty Quantification of Mesoscale Melt-Pool Model for Powder Bed Fusion Additive Manufacturing of Metals

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

    Sayan Ghosh

  2. Dimensionality Reduction for Multi-Fidelity Gaussian Processes using Bayesian Adaptation

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

    Sayan Ghosh

  3. Pro-ML IDeAS: A Probabilistic Framework for Explicit Inverse Design using Invertible Neural Network

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

    Sayan Ghosh

  4. A Constrained Semi-parametric Gaussian Process Using Bayesian-Entropy Regression

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

    Sayan Ghosh

  5. Methodology for Probabilistic Analysis of Distributed Multidisciplinary Architecture

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

    Sayan Ghosh

  6. A Methodology for Probabilistic Analysis of Distributed Multidisciplinary Architecture (PADMA)

    Article • June 2016, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  7. Aircraft Target Load Envelope

    Article • June 2015, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  8. Uncertainty Analysis of Aircraft Target/Critical Loads

    Article • June 2015, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  9. Multi-Source Surrogate Modeling with Bayesian Hierarchical Regression

    Article • January 2015, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  10. A Generic Airfoil Design Method Based on a Naturally Bounded PARSEC Approach

    Article • June 2014, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  11. A Visualization Method for Multidisciplinary System under Uncertainty

    Article • June 2014, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  12. Covariance Matching Collaborative Optimization for Uncertainty-based Multidisciplinary Aircraft Design

    Article • June 2014, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh

  13. Inference of Aerodynamic Loads Under Uncertainty Using Strain Measurements and Bayesian Networks

    Article • January 2014, American Institute of Aeronautics and Astronautics (AIAA)

    Sayan Ghosh