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20122024
most citedLearning constitutive models from microstructural simulations via a non-intrusive reduced basis method

21 citations · 64 across the 14 of their papers we have counts for

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5 papers · 1 filter

cs.CE2024★ 8 cited

Reduced-order modeling for second-order computational homogenization with applications to geometrically parameterized elastomeric metamaterials

T. Guo, V. G. Kouznetsova, M. G. D. Geers +2

The structural properties of mechanical metamaterials are typically studied with two-scale methods based on computational homogenization. Because such materials have a complex micr…

cs.CE2023★ 15 cited

A reduced order model for geometrically parameterized two-scale simulations of elasto-plastic microstructures under large deformations

Theron Guo, Ondřej Rokoš, Karen Veroy

In recent years, there has been a growing interest in understanding complex microstructures and their effect on macroscopic properties. In general, it is difficult to derive an eff…

cs.CE2022★ 8 cited

Learning constitutive models from microstructural simulations via a non-intrusive reduced basis method: Extension to geometrical parameterizations

Theron Guo, Francesco A. B. Silva, Ondřej Rokoš +1

Understanding structure-property relations is essential to optimally design materials for specific applications. Two-scale simulations are often employed to analyze the effect of t…

cs.CE2022★ 1 cited

Multiscale modeling of linear elastic heterogeneous structures via localized model order reduction

Philipp Diercks, Karen Veroy, Annika Robens-Radermacher +1

In this paper, a methodology for fine scale modeling of large scale structures is proposed, which combines the variational multiscale method, domain decomposition and model order r…

cs.CE2021★ 21 cited

Learning constitutive models from microstructural simulations via a non-intrusive reduced basis method

Theron Guo, Ondřej Rokoš, Karen Veroy

In order to optimally design materials, it is crucial to understand the structure-property relations in the material by analyzing the effect of microstructure parameters on the mac…