Direct data-driven algorithms for multiscale mechanics (Q6663342)

scientific article; zbMATH DE number 7967181

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English	Direct data-driven algorithms for multiscale mechanics	scientific article; zbMATH DE number 7967181

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instance of

scholarly article

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title

Direct data-driven algorithms for multiscale mechanics (English)

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Computer Methods in Applied Mechanics and Engineering

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publication date

14 January 2025

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zbMATH Keywords

data-driven

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computational mechanics

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multiscale mechanics

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algorithms

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MaRDI profile type

Publication

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cites work

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

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Theory and implementation of inelastic constitutive artificial neural networks

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\(\mathrm{FE^{ANN}}\): an efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining

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Data-driven computational mechanics

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A multi-level method for data-driven finite element computations

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Adaptive goal-oriented data sampling in data-driven computational mechanics

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Finite element solver for data-driven finite strain elasticity

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Model-free data-driven inelasticity

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Data-driven fracture mechanics

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Model-free data-driven inference in computational mechanics

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Model-free data-driven computational mechanics enhanced by tensor voting

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Model-free data-driven simulation of inelastic materials using structured data sets, tangent space information and transition rules

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Data driven approach in multiphysics framework: application to coupled electro-mechanical problems

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Data-based derivation of material response

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Model-free data-driven viscoelasticity in the frequency domain

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Mixed-integer programming formulation of a data-driven solver in computational elasticity

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Data-driven solvers for strongly nonlinear material response

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Accelerating the distance-minimizing method for data-driven elasticity with adaptive hyperparameters

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Least squares quantization in PCM

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Q5396710

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A numerical method for computing the overall response of nonlinear composites with complex microstructure

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Efficient fixed point and Newton-Krylov solvers for FFT-based homogenization of elasticity at large deformations

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A review of nonlinear FFT-based computational homogenization methods

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An algorithmically consistent macroscopic tangent operator for FFT-based computational homogenization

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Identifiers

Mathematics Subject Classification ID

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10.1016/J.CMA.2024.117525

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Sitelinks

Mathematics(1 entry)

mardi Publication:6663342