Interaction-based material network: a general framework for (porous) microstructured materials (Q2072441)

scientific article; zbMATH DE number 7464486

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English	Interaction-based material network: a general framework for (porous) microstructured materials	scientific article; zbMATH DE number 7464486

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instance of

scholarly article

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title

Interaction-based material network: a general framework for (porous) microstructured materials (English)

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Computer Methods in Applied Mechanics and Engineering

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publication date

26 January 2022

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zbMATH Keywords

material network

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porous material

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machine learning

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inelastic training

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describes a project that uses

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full work available at URL

https://doi.org/10.1016/j.cma.2021.114300

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cites work

Effective properties of composite materials with periodic microstructure: A computational approach

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\(FE^2\) multiscale approach for modelling the elastoviscoplastic behaviour of long fibre SiC/Ti composite materials

0 references

Computational micro-to-macro transitions of discretized microstructures undergoing small strains

0 references

An approach to micro-macro modeling of heterogeneous materials

0 references

Multi-scale computational homogenization: trends and challenges

0 references

High-performance model reduction techniques in computational multiscale homogenization

0 references

Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials

0 references

A model-reduction approach in micromechanics of materials preserving the variational structure of constitutive relations

0 references

A numerical study of different projection-based model reduction techniques applied to computational homogenisation

0 references

Reduced order modeling strategies for computational multiscale fracture

0 references

Model order reduction of nonlinear homogenization problems using a Hashin-Shtrikman type finite element method

0 references

Computational homogenization of nonlinear elastic materials using neural networks

0 references

A framework for data-driven analysis of materials under uncertainty: countering the curse of dimensionality

0 references

Derivation of heterogeneous material laws via data-driven principal component expansions

0 references

A machine learning based plasticity model using proper orthogonal decomposition

0 references

Accelerating multiscale finite element simulations of history-dependent materials using a recurrent neural network

0 references

A recurrent neural network-accelerated multi-scale model for elasto-plastic heterogeneous materials subjected to random cyclic and non-proportional loading paths

0 references

Smart constitutive laws: inelastic homogenization through machine learning

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Model-data-driven constitutive responses: application to a multiscale computational framework

0 references

A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials

0 references

Exploring the 3D architectures of deep material network in data-driven multiscale mechanics

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Deep material network with cohesive layers: multi-stage training and interfacial failure analysis

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Cell division in deep material networks applied to multiscale strain localization modeling

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On the micromechanics of deep material networks

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An FE-DMN method for the multiscale analysis of short fiber reinforced plastic components

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Micromechanics-based material networks revisited from the interaction viewpoint; robust and efficient implementation for multi-phase composites

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Unified treatment of microscopic boundary conditions and efficient algorithms for estimating tangent operators of the homogenized behavior in the computational homogenization method

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Computational micro-to-macro transitions for discretized micro-structures of heterogeneous materials at finite strains based on the minimization of averaged incremental energy.

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Identifiers

Mathematics Subject Classification ID

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10.1016/J.CMA.2021.114300

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Sitelinks

Mathematics(1 entry)

mardi Publication:2072441