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Stochastic multiscale modeling of crack propagation in random heterogeneous media

International journal for numerical methods in engineering, 2019-09, Vol.119 (13), p.1325-1344

2019

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Tuning membrane content of sound absorbing cellular foams: Fabrication, experimental evidence and multiscale numerical simulations

Materials & Design, 2019-01, Vol.162, p.345-361

2019

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Uncertainty quantification of TMS simulations considering MRI segmentation errors

Journal of neural engineering, 2022-02

2022

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Uncertainty quantification of TMS simulation considering MRI segmentation error

Brain stimulation, 2021-11, Vol.14 (6), p.1615-1616

2021

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Accurate and reliable computational dosimetry and targeting for transcranial magnetic stimulation via uncertainty quantification

Brain stimulation, 2023-01, Vol.16 (1), p.137-137

2023

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Spatially-dependent material uncertainties in anisotropic nonlinear elasticity: Stochastic modeling, identification, and propagation

Computer methods in applied mechanics and engineering, 2022-05, Vol.394, p.114897, Article 114897

2022

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Polyconvex neural networks for hyperelastic constitutive models: A rectification approach

Mechanics research communications, 2022-10, Vol.125, p.103993, Article 103993

2022

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A Riemannian stochastic representation for quantifying model uncertainties in molecular dynamics simulations

Computer methods in applied mechanics and engineering, 2023-01, Vol.403, p.115702, Article 115702

2023

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Operator learning for homogenizing hyperelastic materials, without PDE data

Mechanics research communications, 2024-06, Vol.138, p.104281, Article 104281

2024

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Concurrent multiscale simulations of nonlinear random materials using probabilistic learning

Computer methods in applied mechanics and engineering, 2024-03, Vol.422, p.116837, Article 116837

2024

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Data-driven enhancement of fracture paths in random composites

Mechanics research communications, 2020-01, Vol.103 (C), p.103443, Article 103443

2020

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A phase-field model of fracture with frictionless contact and random fracture properties: Application to thin-film fracture and soil desiccation

Computer methods in applied mechanics and engineering, 2020-08, Vol.368, p.113106, Article 113106

2020

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On the Statistical Dependence for the Components of Random Elasticity Tensors Exhibiting Material Symmetry Properties

Journal of elasticity, 2013-04, Vol.111 (2), p.109-130

2013

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A nonlinear-manifold reduced-order model and operator learning for partial differential equations with sharp solution gradients

Computer methods in applied mechanics and engineering, 2024-02, Vol.419, p.116684, Article 116684

2024

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Stochastic modeling of the Ogden class of stored energy functions for hyperelastic materials: the compressible case

Zeitschrift für angewandte Mathematik und Mechanik, 2017-03, Vol.97 (3), p.273-295

2017

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Representing model uncertainties in brittle fracture simulations

Computer methods in applied mechanics and engineering, 2024-01, Vol.418, p.116575, Article 116575

2024

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Stochastic modeling and generation of random fields of elasticity tensors: A unified information-theoretic approach

Comptes rendus. Mecanique, 2017-06, Vol.345 (6), p.399-416

2017

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Modeling uncertainties in molecular dynamics simulations using a stochastic reduced-order basis

Computer methods in applied mechanics and engineering, 2019-09, Vol.354, p.37-55

2019

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Stochastic modeling of geometrical uncertainties on complex domains, with application to additive manufacturing and brain interface geometries

Computer methods in applied mechanics and engineering, 2021-11, Vol.385, p.114014, Article 114014

2021

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Stochastic modeling and identification of a hyperelastic constitutive model for laminated composites

Computer methods in applied mechanics and engineering, 2019-04, Vol.347, p.425-444

2019

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Stochastic Modeling and identification of material parameters on structures produced by additive manufacturing

Computer methods in applied mechanics and engineering, 2021-12, Vol.387, p.114166, Article 114166

2021

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Topology optimization under topologically dependent material uncertainties

Structural and multidisciplinary optimization, 2019-09, Vol.60 (3), p.1283-1287

2019

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Stochastic continuum modeling of random interphases from atomistic simulations. Application to a polymer nanocomposite

Computer methods in applied mechanics and engineering, 2016-05, Vol.303, p.430-449

2016

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Nonlocal homogenisation scheme for lossless and anisotropic metafluids and phononic crystals

The Journal of the Acoustical Society of America, 2019-03, Vol.145 (3), p.1792-1792

2019

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Stochastic analysis of geometrically imperfect thin cylindrical shells using topology-aware uncertainty models

Computer methods in applied mechanics and engineering, 2022-04, Vol.393, p.114780, Article 114780

2022

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Stochastic multiscale modeling of crack propagation in random heterogeneous media

Tuning membrane content of sound absorbing cellular foams: Fabrication, experimental evidence and multiscale numerical simulations

Uncertainty quantification of TMS simulations considering MRI segmentation errors

Uncertainty quantification of TMS simulation considering MRI segmentation error

Accurate and reliable computational dosimetry and targeting for transcranial magnetic stimulation via uncertainty quantification

Spatially-dependent material uncertainties in anisotropic nonlinear elasticity: Stochastic modeling, identification, and propagation

Polyconvex neural networks for hyperelastic constitutive models: A rectification approach

A Riemannian stochastic representation for quantifying model uncertainties in molecular dynamics simulations

Operator learning for homogenizing hyperelastic materials, without PDE data

Concurrent multiscale simulations of nonlinear random materials using probabilistic learning

Data-driven enhancement of fracture paths in random composites

A phase-field model of fracture with frictionless contact and random fracture properties: Application to thin-film fracture and soil desiccation

On the Statistical Dependence for the Components of Random Elasticity Tensors Exhibiting Material Symmetry Properties

A nonlinear-manifold reduced-order model and operator learning for partial differential equations with sharp solution gradients

Stochastic modeling of the Ogden class of stored energy functions for hyperelastic materials: the compressible case

Representing model uncertainties in brittle fracture simulations

Stochastic modeling and generation of random fields of elasticity tensors: A unified information-theoretic approach

Modeling uncertainties in molecular dynamics simulations using a stochastic reduced-order basis

Stochastic modeling of geometrical uncertainties on complex domains, with application to additive manufacturing and brain interface geometries

Stochastic modeling and identification of a hyperelastic constitutive model for laminated composites

Stochastic Modeling and identification of material parameters on structures produced by additive manufacturing

Topology optimization under topologically dependent material uncertainties

Stochastic continuum modeling of random interphases from atomistic simulations. Application to a polymer nanocomposite

Nonlocal homogenisation scheme for lossless and anisotropic metafluids and phononic crystals

Stochastic analysis of geometrically imperfect thin cylindrical shells using topology-aware uncertainty models

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