Fachinformationsdienst BAUdigital

A platform for research: civil engineering, architecture and urbanism

    Comparative study of surrogate models for uncertainty quantification of building energy model: Gaussian Process Emulator vs. Polynomial Chaos Expansion

    New search for: Kim, Young-Jin

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Page navigation

    Document information
    Similar titles

    Export, share and cite

    Comparative study of surrogate models for uncertainty quantification of building energy model: Gaussian Process Emulator vs. Polynomial Chaos Expansion

    New search for: Kim, Young-Jin

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Comparative study of surrogate models for uncertainty quantification of building energy model: Gaussian Process Emulator vs. Polynomial Chaos Expansion

    New search for: Kim, Young-Jin

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Access

    Access via TIB
    Check availability in my library
    Order at Subito €

    Page navigation

    Document information
    Similar titles

    Export, share and cite

    Document information
    Title:

    Comparative study of surrogate models for uncertainty quantification of building energy model: Gaussian Process Emulator vs. Polynomial Chaos Expansion

    Contributors:

    Kim, Young-Jin (author)

    Published in:

    Energy and buildings ; 133

    Publication date:

    2016

    ISSN:

    0378-7788

    DOI:

    https://doi.org/10.1016/j.enbuild.2016.09.032

    Type of media:

    Article (Journal)

    Type of material:

    Print

    Language:

    English

    Keywords:

    Zeitschrift , Bauphysik

    Classification:

    BKL:  52.42 / 52.42 Heizungstechnik, Lüftungstechnik, Klimatechnik / 56.50 Technischer Ausbau / 56.55 Bauphysik, Bautenschutz / 56.55 / 56.65 / 56.00 / 56.65 Bauökologie, Baubiologie / 56.50
    Local classification TIB:  645/6520/6605

    Similar titles

    Comparative Study of Surrogate Models for Uncertainty Quantification of Building Energy Model: Gaussian Process Emulator vs. Polynomial Chaos Expansion

    Kim, Young-Jin | Online Contents | 2016

    Polynomial chaos expansion for surrogate modelling: Theory and software

    Novak, Lukas / Novak, Drahomir | Wiley | 2018

    Toward an Efficient Uncertainty Quantification of Streamflow Predictions Using Sparse Polynomial Chaos Expansion

    Vinh Ngoc Tran / Jongho Kim | DOAJ | 2021

    Free access

    Uncertainty Quantification of Soil-Structure Interaction in Tunnel Linings by Polynomial Chaos Expansion

    Novák, Lukáš / Gakis, Angelos / Křížek, Michael et al. | Springer Verlag | 2024

    Surrogate accelerated sampling of reservoir models with complex structures using sparse polynomial chaos expansion

    Bazargan, Hamid / Christie, Mike / Elsheikh, Ahmed H. et al. | British Library Online Contents | 2015

    Back to top