1–19 of 19 hits
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    Temporal Geographic Information System and Its Application to Transportation

    Zhao, Fang / Wang, Liping / Elbadrawi, Hesham et al. | Transportation Research Record | 1997

    Remarks for Scaling Up a General Gaussian Process to Model Large Dataset with Sub-models

    Zhang, Yiming / Ghosh, Sayan / Pandita, Piyush et al. | AIAA | 2020

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

    Ghosh, Sayan / Padmanabha, Govinda A. / Peng, Cheng et al. | AIAA | 2021

    On Uncertainty Quantification in Materials Modeling and Discovery: Applications of GE's BHM and IDACE

    Ravi, Sandipp Krishnan / Bhaduri, Anindya / Amer, Ahmad et al. | AIAA | 2023

    Multi-fidelity metamodeling in turbine blade airfoils via transfer learning on manifolds

    Kontolati, Katiana / Tsilifis, Panagiotis / Ghosh, Sayan et al. | AIAA | 2023

    Learning Uncertainty using Clustering and Local Gaussian Process Regression

    Zhang, Yiming / Ghosh, Sayan / Asher, Isaac et al. | AIAA | 2019

    Efficient Bayesian Inverse Method Using Robust Gaussian Processes For Design Under Uncertainty

    Ghosh, Sayan / Pandita, Piyush / Subber, Waad et al. | AIAA | 2020

    Dimensionality Reduction for Multi-Fidelity Gaussian Processes using Bayesian Adaptation

    Tsilifis, Panagiotis / Pandita, Piyush / Ghosh, Sayan et al. | AIAA | 2021

    Developing a Probabilistic Load Spectrum for Fatigue Modeling

    Asher, Isaac / Wang, Liping / Khan, Genghis et al. | AIAA | 2017

    Bayesian task embedding for few-shot Bayesian optimization

    Atkinson, Steven / Ghosh, Sayan / Chennimalai Kumar, Natarajan et al. | AIAA | 2020

    Bayesian Multi-Source Modeling with Legacy Data

    Ghosh, Sayan / Asher, Isaac / Kristensen, Jesper et al. | AIAA | 2018

    Applications of Intelligent Experimental Design for Additive Manufacturing

    Chennimalai Kumar, Natarajan / Zhang, Yiming / Gupta, Vipul et al. | AIAA | 2020

    A dynamic Bayesian network approach for digital twin

    Li, Chenzhao / Mahadevan, Sankaran / Ling, You et al. | AIAA | 2017

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

    Wang, Yuhao / Gao, Yi / Liu, Yongming et al. | AIAA | 2021