Concepedia

Coupled Multi-physics Uncertainty Quantification

Coupled Multi-Physics Uncertainty Quantification is a computational framework within uncertainty quantification that integrates Polynomial Chaos Expansions to propagate stochastic uncertainties across interdependent physical domains governed by coupled partial differential equations, distinguishing itself through the simultaneous treatment of cross-physics interactions and their aggregated probabilistic responses.

7

Publications

188

Citations

13

Authors

8

Institutions

Publications per year

2017–2026

4

Parents

Publications

7

Quantification of model-form and predictive uncertainty for multi-physics simulation

Matthew E. Riley, Ramana V. Grandhi · Computers & Structures · 2010 · 49 citations

, , +13

High-accuracy hull iteration method for uncertainty propagation in fluid-conveying carbon nanotube system under multi-physical fields

Zheng Lyu, Yaowen Yang, Hu Liu · Applied Mathematical Modelling · 2019 · 35 citations

, , +16

Predictive modeling of coupled multi-physics systems: I. Theory

Dan Gabriel Cacuci · Annals of Nuclear Energy · 2013 · 30 citations

, , +14

A flexible uncertainty quantification method for linearly coupled multi-physics systems

Xiao Chen, Brenda Ng, Yunwei Sun et al. · Journal of Computational Physics · 2013 · 26 citations

, , +13

3D multi-physics uncertainty quantification using physics-based machine learning

Denise Degen, Mauro Cacace, Florian Wellmann · Scientific Reports · 2022 · 24 citations · Full text

, , +14

1–5 of 7

Authors

13

  1. DG
    Dan Gabriel Cacuci

    University of South Carolina, United States

    2 publications · 41 citations

    2

    h-index

  2. HL
    Hu Liu

    Beihang University, China

    1 publications · 35 citations

    1

    h-index

  3. RV
    Ramana V. Grandhi

    Wright State University, United States

    1 publications · 49 citations

    1

    h-index

  4. FW
    Florian Wellmann

    RWTH Aachen University, Germany

    1 publications · 24 citations

    1

    h-index

  5. YS
    Yunwei Sun

    Lawrence Livermore National Laboratory, United States

    1 publications · 26 citations

    1

    h-index

1–5 of 13

Institutions

8

  1. University of South Carolina

    Columbia, United States

    2 h-index

    2 publications

    41 citations

  2. GFZ Helmholtz Centre for Geosciences

    Potsdam, Germany

    1 h-index

    1 publications

    24 citations

  3. Fraunhofer Research Institution for Energy Infrastructures and Geotechnologies IEG

    Bochum, Germany

    1 h-index

    1 publications

    24 citations

  4. RWTH Aachen University

    Aachen, Germany

    1 h-index

    2 publications

    48 citations

  5. Imperial College London

    London, United Kingdom

    1 h-index

    1 publications

    13 citations

  6. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    3 publications

    105 citations

  7. Wright State University

    Dayton, United States

    1 h-index

    2 publications

    98 citations

  8. Lawrence Livermore National Laboratory

    Livermore, United States

    1 h-index

    4 publications

    104 citations

1–8 of 8

Venues

  1. Annals of Nuclear Energy

    1 publications · 30 citations

    1

    h-index

  2. Computers & Structures

    1 publications · 49 citations

    1

    h-index

  3. Scientific Reports

    1 publications · 24 citations

    1

    h-index

  4. Journal of Computational Physics

    1 publications · 26 citations

    1

    h-index

  5. Applied Mathematical Modelling

    1 publications · 35 citations

    1

    h-index

1–5