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State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging

Archives of computational methods in engineering, 2021-06, Vol.28 (4), p.2689-2747

2021

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MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals

Journal of computational physics, 2024-05, Vol.504, p.112863, Article 112863

2024

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Mechanical identification with the reconditioned equilibrium gap method: Formulation, analysis and comparisons

Computer methods in applied mechanics and engineering, 2024-12, Vol.432, p.117343, Article 117343

2024

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

International journal of engineering science, 2021-10, Vol.167, p.103522, Article 103522

2021

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Enhancing phenomenological yield functions with data: Challenges and opportunities

European journal of mechanics, A, Solids, 2023-05, Vol.99, p.104925, Article 104925

2023

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Employing Williams’ series for the identification of fracture mechanics parameters from phase-field simulations

Engineering fracture mechanics, 2024-08, Vol.307, p.110298, Article 110298

2024

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A multi-temporal scale model reduction approach for the computation of fatigue damage

Computer methods in applied mechanics and engineering, 2018-10, Vol.340, p.630-656

2018

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PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach

Nonlinear dynamics, 2021-07, Vol.105 (1), p.277-299

2021

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A LATIN-based model reduction approach for the simulation of cycling damage

Computational mechanics, 2018-10, Vol.62 (4), p.725-743

2018

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Interval and fuzzy physics-informed neural networks for uncertain fields

Probabilistic engineering mechanics, 2022-04, Vol.68, p.103240, Article 103240

2022

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Reduced‐order modeling for parametrized time‐dependent Navier‐Stokes equations

Proceedings in applied mathematics and mechanics, 2023-05, Vol.23 (1), p.n/a

2023

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Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing’s type

Nonlinear dynamics, 2019-11, Vol.98 (3), p.1709-1729

2019

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Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications

Probabilistic engineering mechanics, 2022-07, Vol.69, p.103299, Article 103299

2022

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A projection-based approach to extend digital volume correlation for 4D spacetime measurements

Comptes rendus. Mecanique, 2023-01, Vol.351 (G2), p.265-280

2023

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Imprecise random field analysis for non-linear concrete damage analysis

Mechanical systems and signal processing, 2021-03, Vol.150, p.107343, Article 107343

2021

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Development of fuzzy probability based random fields for the numerical structural design

Mitteilungen der Gesellschaft für Angewandte Mathematik und Mechanik, 2019-03, Vol.42 (1), p.n/a

2019

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A classification-pursuing adaptive approach for Gaussian process regression on unlabeled data

Mechanical systems and signal processing, 2022-01, Vol.162, p.107976, Article 107976

2022

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Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity

Advanced modeling and simulation in engineering sciences, 2024-12, Vol.11 (1), p.9-27, Article 9

2024

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A Model Reduction Technique in Space and Time for Fatigue Simulation

Multiscale Modeling of Heterogeneous Structures, 2017, Vol.86, p.183-203

2017

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Efficient surrogate strategy for investigating stick‐slip instability

Proceedings in applied mathematics and mechanics, 2021-12, Vol.21 (1), p.n/a

2021

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Toward Optimality of Proper Generalised Decomposition Bases

Mathematical and computational applications, 2019-03, Vol.24 (1), p.30

2019

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Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems

Probabilistic engineering mechanics, 2022-10, Vol.70, p.103366, Article 103366

2022

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Parameter identification of a phase-field fracture model using integrated digital image correlation

Computer methods in applied mechanics and engineering, 2024-02, Vol.420, p.116689, Article 116689

2024

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A probability‐box approach on uncertain correlation lengths by stochastic finite element method

Proceedings in applied mathematics and mechanics, 2018-12, Vol.18 (1), p.n/a

2018

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Invariant-based interpretation of anisotropic damage induced by cyclic loading

Engineering fracture mechanics, 2024-08, Vol.307, p.110192, Article 110192

2024

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State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging

MORe DWR: Space-time goal-oriented error control for incremental POD-based ROM for time-averaged goal functionals

Mechanical identification with the reconditioned equilibrium gap method: Formulation, analysis and comparisons

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

Enhancing phenomenological yield functions with data: Challenges and opportunities

Employing Williams’ series for the identification of fracture mechanics parameters from phase-field simulations

A multi-temporal scale model reduction approach for the computation of fatigue damage

PI/PID controller stabilizing sets of uncertain nonlinear systems: an efficient surrogate model-based approach

A LATIN-based model reduction approach for the simulation of cycling damage

Interval and fuzzy physics-informed neural networks for uncertain fields

Reduced‐order modeling for parametrized time‐dependent Navier‐Stokes equations

Surrogate model approach for investigating the stability of a friction-induced oscillator of Duffing’s type

Investigations on the restrictions of stochastic collocation methods for high dimensional and nonlinear engineering applications

A projection-based approach to extend digital volume correlation for 4D spacetime measurements

Imprecise random field analysis for non-linear concrete damage analysis

Development of fuzzy probability based random fields for the numerical structural design

A classification-pursuing adaptive approach for Gaussian process regression on unlabeled data

Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity

A Model Reduction Technique in Space and Time for Fatigue Simulation

Efficient surrogate strategy for investigating stick‐slip instability

Toward Optimality of Proper Generalised Decomposition Bases

Anisotropic multi-element polynomial chaos expansion for high-dimensional non-linear structural problems

Parameter identification of a phase-field fracture model using integrated digital image correlation

A probability‐box approach on uncertain correlation lengths by stochastic finite element method

Invariant-based interpretation of anisotropic damage induced by cyclic loading

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