Concepedia

Stochastic Multiscale Modeling

Stochastic Multiscale Modeling is a computational framework that integrates probabilistic descriptions of uncertainty into the hierarchical modeling of physical phenomena across multiple spatial or temporal scales to capture variability and randomness inherent in complex multiscale systems.

161

Publications

6.7K

Citations

454

Authors

236

Institutions

Publications per year

2017–2026

52

Parents

Publications

161

The heterogeneous multiscale method

Assyr Abdulle, E Weinan, Björn Engquist et al. · Acta Numerica · 2012 · 600 citations · Full text

, , +15

A stochastic multiscale method for the prediction of the thermal conductivity of Polymer nanocomposites through hybrid machine learning algorithms

Bokai Liu, Timon Rabczuk · Composite Structures · 2021 · 182 citations

, , +17

Stochastic full-range multiscale modeling of thermal conductivity of Polymeric carbon nanotubes composites: A machine learning approach

Bokai Liu, Xiaoying Zhuang, Xiaolong Fu et al. · Composite Structures · 2022 · 155 citations

, , +17

Stochastic multiscale modeling of heat conductivity of Polymeric clay nanocomposites

Bokai Liu, Xiaoying Zhuang, Timon Rabczuk · Mechanics of Materials · 2019 · 132 citations

, , +16

Computational microstructure characterization and reconstruction for stochastic multiscale material design

Yu Liu, M. Steven Greene, Chen Wei et al. · Computer-Aided Design · 2012 · 130 citations

, , +14

1–5 of 161

Authors

454

  1. AS
    Alan S. Willsky

    Massachusetts Institute of Technology, United States

    6 publications · 248 citations

    6

    h-index

  2. LR
    Luis Ricardez‐Sandoval

    University of Waterloo, Canada

    4 publications · 92 citations

    5

    h-index

  3. LN
    Ludovic Noels

    University of Liège, Belgium

    4 publications · 111 citations

    4

    h-index

  4. RG
    Roger Ghanem

    University of Southern California, United States

    4 publications · 230 citations

    4

    h-index

  5. GK
    Grigoriy Kimaev

    University of Waterloo, Canada

    4 publications · 92 citations

    4

    h-index

1–5 of 454

Institutions

236

  1. Massachusetts Institute of Technology

    Cambridge, United States

    10 h-index

    22 publications

    942 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    21 publications

    912 citations

  3. University of Waterloo

    Waterloo, Canada

    6 h-index

    10 publications

    251 citations

  4. The University of Texas at Austin

    Austin, United States

    6 h-index

    10 publications

    730 citations

  5. Decision Systems (United States)

    Northbrook, United States

    6 h-index

    13 publications

    397 citations

  6. Princeton University

    Princeton, United States

    5 h-index

    9 publications

    1.1K citations

  7. University of Southern California

    Los Angeles, United States

    5 h-index

    10 publications

    519 citations

  8. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    5 h-index

    9 publications

    320 citations

1–8 of 236

Venues

  1. 11

    h-index

  2. Journal of Computational Physics

    9 publications · 230 citations

    9

    h-index

  3. Composite Structures

    5 publications · 444 citations

    5

    h-index

  4. Multiscale Modeling and Simulation

    MMS · 5 publications · 98 citations

    5

    h-index

  5. PLoS Computational Biology

    4 publications · 166 citations

    4

    h-index

1–5