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Naji, M. |
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Motta, Antonella |
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Aletan, Dirar |
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Mohamed, Tarek |
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Ertürk, Emre |
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Taccardi, Nicola |
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Kononenko, Denys |
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Petrov, R. H. | Madrid |
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Alshaaer, Mazen | Brussels |
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Bih, L. |
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Casati, R. |
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Muller, Hermance |
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Kočí, Jan | Prague |
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Šuljagić, Marija |
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Kalteremidou, Kalliopi-Artemi | Brussels |
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Azam, Siraj |
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Ospanova, Alyiya |
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Blanpain, Bart |
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Ali, M. A. |
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Popa, V. |
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Rančić, M. |
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Ollier, Nadège |
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Azevedo, Nuno Monteiro |
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Landes, Michael |
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Rignanese, Gian-Marco |
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Daniel, Laurent
in Cooperation with on an Cooperation-Score of 37%
Topics
Publications (33/33 displayed)
- 2024Tensile stress effect on magnetic Barkhausen noise of silicon steel single crystal (measurements and simulations)
- 2024Energy harvesting using magnetostrictive materials: Effects of material anisotropy and stress multiaxialitycitations
- 2024Mechanisms of elastic wave generation by EMAT in ferromagnetic mediacitations
- 2024A magneto-elastic vector-play model including piezomagnetic behavior
- 2024Local structural mechanism for enhanced energy storage properties in heterovalent doped NaNbO3 ceramicscitations
- 2024Local structural mechanism for enhanced energy storage properties in heterovalent doped NaNbO 3 ceramicscitations
- 2023Multiaxial Validation of a Magneto-Elastic Vector-Play Modelcitations
- 2023Effects of plastic strain and reloading stress on the magneto-mechanical behavior of electrical steels: Experiments and modelingcitations
- 2023Electric resistivity evolution in NiTi alloys under thermomechanical loading: phase proportioning, elasticity and plasticity effectscitations
- 2023Electric resistivity evolution in NiTi alloys under thermomechanical loading: phase proportioning, elasticity and plasticity effectscitations
- 2023Mechanisms of elastic wave generation by EMAT in ferromagnetic mediacitations
- 2023Evaluation of phase and domain switching in Sn-doped BCZT piezoceramics with coexisting ferroelectric phasescitations
- 2023Evaluation of phase and domain switching in Sn-doped BCZT piezoceramics with coexisting ferroelectric phases
- 2022Homogenization of woven composites for shielding applications: the case of oblique incidence
- 2022Effect of stress on the Magnetic Barkhausen Noise energy cycles: a route for stress evaluation in ferromagnetic materialscitations
- 2020Effective Electromagnetic Properties of Woven Fiber Composites for Shielding Applicationscitations
- 2020Analysis of the Magneto-Mechanical Anisotropy of Steel Sheets in Electrical Applicationscitations
- 2018The anhysteretic polarisation of ferroelectricscitations
- 2018An analytical model for the magnetostriction strain of ferromagnetic materials subjected to multiaxial stresscitations
- 2018Bounds and estimates on eddy current losses in soft magnetic compositescitations
- 2016A 2D finite element study on the role of material properties on eddy current losses in soft magnetic compositescitations
- 2016Surrogate models for sheet metal stamping problem based on the combination of Proper Orthogonal Decomposition and Radial Basis Function.
- 2016A Homogenization Technique to Calculate Eddy Current Losses in Soft Magnetic Composites Using a Complex Magnetic Permeabilitycitations
- 2016Analysis of the state of poling of lead zirconate titanate (PZT) particles in a Zn-ionomer compositecitations
- 2016Analysis of the state of poling of lead zirconate titanate (PZT) particles in a Zn-ionomer compositecitations
- 2015Revisiting the blocking force test on ferroelectric ceramics using high energy x-ray diffractioncitations
- 2014Identification of crystalline elastic anisotropy in PZT ceramics from in-situ blocking stress measurementscitations
- 2014Influence of skin effect on the effective shielding effectiveness of composite materialscitations
- 2013Strain-controlled magnetic domain wall propagation in hybrid piezoelectric/ferromagnetic structurescitations
- 2013Shielding Effectiveness of Composite Materials: Effect of Inclusion Shapecitations
- 2011Micro-macro modelling of stress-dependent anisotropic magnetoresistancecitations
- 2010Measurement and analytical modeling of the ΔE effect in a bulk iron-cobalt alloycitations
- 2009A multiscale model for piezomagnetic behavior ; A multiscale model for piezomagnetic behavior: Coupled anhysteretic multiscale and hysteretic Jiles-Atherton approaches
Places of action
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document
Surrogate models for sheet metal stamping problem based on the combination of Proper Orthogonal Decomposition and Radial Basis Function.
Abstract
In this work, a combination of Proper Orthogonal Decomposition (POD) and Radial Basis Function (RBF) is proposed to represent the physics-base surrogate model. The method is tested on the deterministically parameterized process of deep drawing of sheet, which is a critical process in the problem of multi-parametric sheet metal forming. The basic idea is to consider design variables and/or uncertain parameters as additional dimensions for the solution of displacement. The order of the resultant high-fidelity model is reduced through the use of POD method. The POD basis, constructed from the snapshots of final displacements fields of FEM simulation, is used to determine the POD coefficients. The function coefficient is interpolated from these POD coefficients using RBF.