Hierarchical Multiscale Modeling

Hierarchical Multiscale Modeling is a multiscale modeling framework that systematically integrates distinct scales of physical phenomena through sequentially nested, one-way coupled models, where information is passed from finer to coarser scales in a top-down or bottom-up structure without feedback loops, thereby enabling the prediction of macro-scale behavior based on micro-scale constitutive or structural details.

221

Publications

14.8K

Citations

698

Authors

328

Institutions

Publications per year

2017–2026

Variants

Hierarchical Multiscale Modelling

Parents

Multiscale MechanicsMultiscale Solid MechanicsMultiscale Structural ModelingScale Bridging

Publications

221

An overview of full-waveform inversion in exploration geophysics

J. Virieux, S. Operto · Geophysics · 2009 · 3.6K citations

Natural Sciences, Earth Sciences, Geophysics +17

Scale matters: the impact of organic farming on biodiversity at different spatial scales

Doreen Gabriel, Steven M. Sait, Jenny A. Hodgson et al. · Ecology Letters · 2010 · 474 citations

Planning, Environmental Management, Organic Agriculture +16

Multiscale modeling meets machine learning: What can we learn?

Grace C. Y. Peng, Mark Alber, Adrián Buganza Tepole et al. · SUNY Digital Repository Support (State University of New York System) · 2020 · 349 citations

Computing, Computer Science, Computer Vision +8

A coupled FEM/DEM approach for hierarchical multiscale modelling of granular media

Ning Guo, Jidong Zhao · International Journal for Numerical Methods in Engineering · 2014 · 282 citations

Engineering, Computational Engineering, Mechanical Engineering +17

Hierarchical Multiscale Recurrent Neural Networks

Jun‐Young Chung, Sungjin Ahn, Yoshua Bengio · arXiv (Cornell University) · 2016 · 250 citations · Full text

Computing, Computer Science, Computational Linguistics +16

1–5 of 221

Authors

698

DG
Dionisios G. Vlachos
University of Delaware, United States
7 publications · 511 citations
7
h-index
JZ
Jidong Zhao
Hong Kong University of Science and Technology, Hong Kong SAR China
6 publications · 608 citations
6
h-index
WK
Wing Kam Liu
Northwestern University, United States
5 publications · 551 citations
5
h-index
NG
Ning Guo
Zhejiang University, China
4 publications · 518 citations
4
h-index
SL
Shaofan Li
University of California, Berkeley, United States
3 publications · 98 citations
3
h-index

1–5 of 698

Institutions

328

1–8 of 328

Venues

International Journal for Numerical Methods in Engineering
9 publications · 634 citations
9
h-index
Computer Methods in Applied Mechanics and Engineering
6 publications · 377 citations
6
h-index
Chemical Engineering Science
5 publications · 255 citations
5
h-index
Computers & Chemical Engineering
5 publications · 215 citations
5
h-index
International Journal for Multiscale Computational Engineering
5 publications · 93 citations
5
h-index

1–5