Search Results - "Gaussian processes"

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  1. 1
    Determining the number of training points required for machine learning of potential energy surfaces.

    Determining the number of training points required for machine learning of potential energy surfaces. by Pearson, Matt

    Published 2021
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  2. 2
    The performance of expectation maximization (EM) algorithm in Gaussian Mixed Models (GMM)

    The performance of expectation maximization (EM) algorithm in Gaussian Mixed Models (GMM) by Mohd Yusoff, Mohd Izhan, Abu Bakar, Mohd. Rizam, Mohd Nor, Abu Hassan Shaari

    Published 2009
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  3. 3
    Efficient Training and Implementation of Gaussian Process Potentials

    Efficient Training and Implementation of Gaussian Process Potentials by Broad, Jack W.

    Published 2022
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  4. 4
    Statistical modelling of equations of state for carbon capture, transport, and storage

    Statistical modelling of equations of state for carbon capture, transport, and storage by Thomson, Michael James

    Published 2018
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  5. 5
    Bayesian nonparametrics for stochastic epidemic models

    Bayesian nonparametrics for stochastic epidemic models by Kypraios, Theodore, O'Neill, Philip D.

    Published 2018
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  6. 6
    Bayesian registration of functions and curves

    Bayesian registration of functions and curves by Cheng, Wen, Dryden, Ian L., Huang, Xianzheng

    Published 2015
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  7. 7
    Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes

    Non-parametric representation and prediction of single- and multi-shell diffusion-weighted MRI data using Gaussian processes by Andersson, Jesper L.R., Sotiropoulos, Stamatios N.

    Published 2015
    Subjects: “…Diffusion MRI; Gaussian process; Non-parametric representation; Multi-shell…”
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  8. 8
    Emulation based uncertainty and sensitivity analysis for complex building performance simulation

    Emulation based uncertainty and sensitivity analysis for complex building performance simulation by Wate, Parag

    Published 2020
    Subjects: “…Gaussian process emulator…”
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  9. 9
    The Influence of Autocorrelation on Extremal Properties of Gaussian Random Processes, Correlated Randomness and Stochastic Periodicity

    The Influence of Autocorrelation on Extremal Properties of Gaussian Random Processes, Correlated Randomness and Stochastic Periodicity by Ogunshemi, Alessandro

    Published 2022
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  10. 10
    A Gaussian process and image registration based stitching method for high dynamic range measurement of precision surfaces

    A Gaussian process and image registration based stitching method for high dynamic range measurement of precision surfaces by Liu, Mingyu, Cheung, C.F., Cheng, C.H., Su, Rong, Leach, Richard K.

    Published 2017
    Subjects: “…Surface measurement; Stitching; High dynamic range; Gaussian process; Image registration…”
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  11. 11
    Improving Gaussian Process emulation using calibration-aware dimension reduction

    Improving Gaussian Process emulation using calibration-aware dimension reduction by Breaz, Valentin

    Published 2023
    Subjects: “…Gaussian Process emulators…”
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  12. 12
    Uncertainty quantification for flow and transport in porous media

    Uncertainty quantification for flow and transport in porous media by Crevillen Garcia, David

    Published 2016
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