Bayesian stochastic multi-scale analysis via energy considerations
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Volume 7, issue 1, December 2020
48 articles in this issue
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Finite cell method for functionally graded materials based on V-models and homogenized microstructures
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A flexible framework for sequential estimation of model parameters in computational hemodynamics
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Phase-inherent linear visco-elasticity model for infinitesimal deformations in the multiphase-field context
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Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models
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Application of an iterative Golub-Kahan algorithm to structural mechanics problems with multi-point constraints
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Constrained multi-fidelity surrogate framework using Bayesian optimization with non-intrusive reduced-order basis
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Error estimation and adaptivity for PGD based on complementary solutions applied to a simple 1D problem
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Enhancing CFD predictions in shape design problems by model and parameter space reduction
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\({\text {FE}}^r\) method with surrogate localization model for hyperelastic composite materials
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Fully convolutional networks for structural health monitoring through multivariate time series classification
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Remarks on mixed-integer formulations for hyper-reduction schemes in nonlinear dynamics
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Computational homogenization of transient chemo-mechanical processes based on a variational minimization principle
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Geometrically exact planar Euler-Bernoulli beam and time integration procedure for multibody dynamics
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A specialised finite element for simulating self-healing quasi-brittle materials
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Measuring acceleration fields via regularized digital image correlation
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Efficient structural reliability analysis by using a PGD model in an adaptive importance sampling schema
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Application of machine learning procedures for mechanical system modelling: capabilities and caveats to prediction-accuracy
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Correction to: Reduced integration schemes in micromorphic computational homogenization of elastomeric mechanical metamaterials
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A nonintrusive reduced order model for nonlinear transient thermal problems with nonparametrized variability
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Reduced integration schemes in micromorphic computational homogenization of elastomeric mechanical metamaterials
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Toward new methods for optimization study in automotive industry including recent reduction techniques
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Model order reduction assisted by deep neural networks (ROM-net)
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Enriched continuum for multi-scale transient diffusion coupled to mechanics
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A benchmark example for delamination growth predictions based on the Single Leg Bending specimen under fatigue loading
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Microstructure evolution in deformed polycrystals predicted by a diffuse interface Cosserat approach
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Improving collapsibility robustness of an EPS-CD by means of simulation and six sigma
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Particle interspacing effects on the mechanical behavior of a Fe–TiB2 metal matrix composite using FFT-based mesoscopic field dislocation mechanics
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Statistical analysis of the interaction between irradiation-induced defects and triple junctions
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Enriched homogenized model for viscoelastic plane wave propagation in periodic layered composites
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A thermo-elastoplastic self-consistent homogenization method for inter-granular plasticity with application to thermal ratcheting of TATB
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Mesh-adapted stress analysis of multilayered plates using a layerwise model
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Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior
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