Concepedia

Local Reduced-order Modeling

Local Reduced-Order Modeling is a reduced-order modeling approach that constructs localized surrogate models within partitioned regions of the parameter or state space, distinguished by its adaptation to local nonlinearities and solution features rather than relying on a single global low-dimensional basis.

60

Publications

3.3K

Citations

171

Authors

93

Institutions

Publications per year

2017–2026

29

Parents

Publications

60

Reduced-order modeling: new approaches for computational physics

David J. Lucia, Philip Beran, Walter A. Silva · Progress in Aerospace Sciences · 2004 · 932 citations

, , +15

Localized Discrete Empirical Interpolation Method

Benjamin Peherstorfer, Daniel Butnaru, Karen Willcox et al. · SIAM Journal on Scientific Computing · 2014 · 271 citations · Full text

, , +16

Parametric Model Order Reduction by Matrix Interpolation

Heiko K. F. Panzer, Jan Möhring, Rudy Eid et al. · at - Automatisierungstechnik · 2010 · 221 citations

, , +13

Reduced order models based on local POD plus Galerkin projection

María-Luisa Rapún, José M. Vega · Journal of Computational Physics · 2010 · 132 citations · Full text

, , +14

Residual-driven online generalized multiscale finite element methods

Eric T. Chung, Yalchin Efendiev, Wing Tat Leung · Journal of Computational Physics · 2015 · 118 citations · Full text

, , +17

1–5 of 60

Authors

171

  1. HK
    Heiko K. F. Panzer

    Technical University of Munich, Germany

    2 publications · 263 citations

    2

    h-index

  2. WT
    Wing Tat Leung

    Texas A&M University, United States

    2 publications · 129 citations

    2

    h-index

  3. CE
    Claire E. Heaney

    Imperial College London, United Kingdom

    2 publications · 30 citations

    2

    h-index

  4. BL
    Boris Lohmann

    Technical University of Munich, Germany

    2 publications · 263 citations

    2

    h-index

  5. EC
    Elías Cueto

    Universidad de Zaragoza, Spain

    2 publications · 35 citations

    2

    h-index

1–5 of 171

Institutions

93

  1. Technical University of Munich

    Munich, Germany

    4 h-index

    10 publications

    1.5K citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    322 citations

  3. Stanford University

    Stanford, United States

    3 h-index

    8 publications

    406 citations

  4. Texas A&M University

    College Station, United States

    3 h-index

    7 publications

    331 citations

  5. Imperial College London

    London, United Kingdom

    2 h-index

    5 publications

    71 citations

  6. Universidad Politécnica de Madrid

    Madrid, Spain

    2 h-index

    3 publications

    277 citations

  7. Vaughn College of Aeronautics and Technology

    New York, United States

    2 h-index

    4 publications

    154 citations

  8. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    7 publications

    164 citations

1–8 of 93

Venues

  1. 7

    h-index

  2. Journal of Computational Physics

    5 publications · 331 citations

    5

    h-index

  3. SIAM Journal on Scientific Computing

    3 publications · 317 citations

    3

    h-index

  4. 3

    h-index

  5. Automatica

    2 publications · 39 citations

    2

    h-index

1–5