Reduced-order Multiscale Modeling

Reduced-Order Multiscale Modeling is a computational modeling framework that belongs to the class of multiscale methods by integrating information across multiple spatial or temporal scales, distinguished by its use of dimensionality reduction techniques to simplify high-fidelity models while preserving essential system dynamics for efficient simulation and analysis.

Publications

2.2K

Citations

168

Authors

Institutions

Publications per year

2017–2026

Parents

Multiscale Structural Modeling

Publications

The reduced model multiscale method (R3M) for the non-linear homogenization of hyperelastic media at finite strains

Julien Yvonnet, Qi He · Journal of Computational Physics · 2006 · 326 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +17

High-performance model reduction techniques in computational multiscale homogenization

J.A. Hernández, J. Oliver, Alfredo E. Huespe et al. · Computer Methods in Applied Mechanics and Engineering · 2014 · 182 citations · Full text

Computing, Computational Engineering, Computer Science +13

Analytical multi-scale method for multi-phase complex systems in process engineering—Bridging reductionism and holism

Wei Ge, Feiguo Chen, Jian Gao et al. · Chemical Engineering Science · 2007 · 99 citations · Full text

Engineering, Chemical Engineering, Systems Engineering +16

Uniformly accurate machine learning-based hydrodynamic models for kinetic equations

Jiequn Han, Chao Ma, Zheng Ma et al. · Proceedings of the National Academy of Sciences · 2019 · 94 citations · Full text

Natural Sciences, Physics, Computational Fluid Dynamics +15

A nonlinear manifold-based reduced order model for multiscale analysis of heterogeneous hyperelastic materials

Satyaki Bhattacharjee, Karel Matouš · Journal of Computational Physics · 2016 · 86 citations · Full text

Engineering, Materials Engineering, Materials Science +16

1–5 of 58

Authors

168

TI
Traian Iliescu
Virginia Tech, United States
4 publications · 172 citations
4
h-index
AE
Alfredo E. Huespe
Centro de Investigación de Métodos Computacionales, Argentina
3 publications · 241 citations
3
h-index
JO
J. Oliver
Universitat Politècnica de Catalunya, Spain
3 publications · 241 citations
3
h-index
CO
Caglar Oskay
Vanderbilt University, United States
3 publications · 111 citations
3
h-index
RC
Ramon Codina
Universitat Politècnica de Catalunya, Spain
2 publications · 67 citations
2
h-index

1–5 of 168

Institutions

1–8 of 89

Venues

Computer Methods in Applied Mechanics and Engineering
8 publications · 544 citations
8
h-index
Journal of Computational Physics
6 publications · 508 citations
6
h-index
Journal of Computational and Applied Mathematics
4 publications · 84 citations
4
h-index
International Journal for Numerical Methods in Engineering
3 publications · 62 citations
3
h-index
International Journal for Multiscale Computational Engineering
3 publications · 77 citations
3
h-index

1–5