David Ryckelynck

发表

Alleviating Mesh Constraints : Meshless Simulations and Related Topics

Francisco Chinesta, Elías Cueto, David Ryckelynck, 2006 .

Hyper‐reduced direct numerical simulation of voids in welded joints via image‐based modeling

David Ryckelynck, Laurent Lacourt, Samuel Forest, 2020, International Journal for Numerical Methods in Engineering.

A New Two Fully Coupled Scale Modelling for Mechanical Problems Involving Microstructures: the 95/5 Method

Francisco Chinesta, David Ryckelynck, D. Missoum-Benziane, 2006 .

Réduction a priori de modèles thermomécaniques

David Ryckelynck, D. Ryckelynck, 2002 .

Reduced Bond Graph via machine learning for nonlinear multiphysics dynamic systems pdf

David Ryckelynck, Youssef Hammadi, Amin El-Bakkali, 2020, ArXiv.

Reduced Order Modeling Assisted by Convolutional Neural Network for Thermal Problems with Nonparametrized Geometrical Variability

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2020, SAI.

Hyper-reduction framework for model calibration in plasticity-induced fatigue

David Ryckelynck, Djamel Missoum Benziane, D. Ryckelynck, 2016, Adv. Model. Simul. Eng. Sci..

Simulating Dynamic Thermo-Elasto-Plasticity in Large Transformations with Adaptative Refinement in the Natural Element Method: Application to Shear Banding

Philippe Lorong, Francisco Chinesta, David Ryckelynck, 2005 .

Model order reduction assisted by deep neural networks (ROM-net)

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2020, Advanced Modeling and Simulation in Engineering Sciences.

Beremin model: Methodology and application to the prediction of the Euro toughness data set

David Ryckelynck, Jacques Besson, André Pineau, 2012 .

A priori reduction method for solving the two-dimensional Burgers' equations

David Ryckelynck, C. Allery, A. Hamdouni, 2011, Appl. Math. Comput..

Deep Convolutional Generative Adversarial Networks Applied to 2D Incompressible and Unsteady Fluid Flows

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2020, SAI.

Toward “green” mechanical simulations in materials science

David Ryckelynck, Georges Cailletaud, Djamel Missoum Benziane, 2010 .

Adaptive model reduction for sensitivity analysis

David Ryckelynck, 2006 .

A priori model reduction method for thermo-mechanical simulations

David Ryckelynck, 2002 .

Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid-Structure Interaction

David González, Elías Cueto, David Ryckelynck, 2005 .

An efficient adaptive strategy to master the global quality of viscoplastic analysis

David Ryckelynck, J.-P. Pelle, D. Ryckelynck, 2000 .

A nonintrusive distributed reduced‐order modeling framework for nonlinear structural mechanics—Application to elastoviscoplastic computations

Fabien Casenave, David Ryckelynck, Christian Rey, 2018, International Journal for Numerical Methods in Engineering.

A priori model reduction method by selecting the significant events

David Ryckelynck, 2003 .

Data augmentation and feature selection for automatic model recommendation in computational physics pdf

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2021, ArXiv.

The constrained natural element method (C-NEM) for treating thermal models involving moving interfaces

Philippe Lorong, Francisco Chinesta, David Ryckelynck, 2005 .

Mechanical dissimilarity of defects in welded joints via Grassmann manifold and machine learning

David Ryckelynck, Thibault Goessel, Franck N'Guyen, 2020, Comptes Rendus. Mécanique.

Application of P.O.D. and D.E.P.O.D. model reduction methods to semi-thick sheet metal forming

David Ryckelynck, Lionel Fourment, Fadi El Haddad, 2016 .

Thermomechanical Cutting Model Discretisation. Eulerian or Lagrangian, Mesh or Meshless?

Francisco Chinesta, David Ryckelynck, Julien Yvonnet, 2004 .

Hybrid hyper‐reduced modeling for contact mechanics problems

David Ryckelynck, J. Fauque, I. Ramière, 2018 .

Simulating Dynamic Thermo-Elasto-Plasticity in large Transformations with Adaptive Refinement in the NEM. Application to Shear Banding

Philippe Lorong, Francisco Chinesta, David Ryckelynck, 2005 .

Towards error bounds of the failure probability of elastic structures using reduced basis models

L. Gallimard, David Ryckelynck, E. Florentin, 2017 .

Meshless Methods and Partition of Unity Finite Elements

Philippe Lorong, Icíar Alfaro, Francisco Chinesta, 2005 .

Computer Vision with Error Estimation for Reduced Order Modeling of Macroscopic Mechanical Tests

David Ryckelynck, Daniel Pino Muñoz, Franck Nguyen, 2018, Complex..

Model order reduction applied to metal forming

David Ryckelynck, Lionel Fourment, Fadi El Haddad, 2015 .

Estimation of the validity domain of hyper-reduction approximations in generalized standard elastoviscoplasticity

David Ryckelynck, Laurent Gallimard, Samuel Jules, 2015, Adv. Model. Simul. Eng. Sci..

Anticipation of gears distortions caused by heat treatments

David Ryckelynck, Laurent Vanoverberghe, Lucia Garcia-Aranda, 2007 .

An algorithmic comparison of the Hyper-Reduction and the Discrete Empirical Interpolation Method for a nonlinear thermal problem pdf

Sebastian Schöps, David Ryckelynck, Felix Fritzen, 2016, ArXiv.

Treating moving interfaces in thermal models with the C-NEM

Philippe Lorong, Francisco Chinesta, David Ryckelynck, 2005 .

Optimal piecewise linear data compression for solutions of parametrized partial differential equations pdf

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2021, ArXiv.

Uncertainty quantification in a mechanical submodel driven by a Wasserstein-GAN pdf

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2021, IFAC-PapersOnLine.

Data-Targeted Prior Distribution for Variational AutoEncoder

Fabien Casenave, David Ryckelynck, Nissrine Akkari, 2021, Fluids.

Data-driven reduced bond graph for nonlinear multiphysics dynamic systems

David Ryckelynck, Youssef Hammadi, Amin El-Bakkali, 2021, Appl. Math. Comput..

A modular U-Net for automated segmentation of X-ray tomography images in composite materials pdf

David Ryckelynck, Henry Proudhon, Joao P C Bertoldo, 2021, ArXiv.

Physics-informed cluster analysis and a priori efficiency criterion for the construction of local reduced-order bases pdf

Fabien Casenave, David Ryckelynck, Thomas Daniel, 2021, J. Comput. Phys..

A pruning algorithm preserving modeling capabilities for polycrystalline data

David Ryckelynck, Georges Cailletaud, Samuel Forest, 2021, Computational Mechanics.

Uncertainty quantification for industrial design using dictionaries of reduced order models pdf

Fabien Casenave, David Ryckelynck, Christian Rey, 2021, ArXiv.

Multi-level A Priori Hyper-Reduction of mechanical models involving internal variables

David Ryckelynck, D. Missoum-Benziane, D. Ryckelynck, 2017 .

Bimodal Beremin-type model for brittle fracture of inhomogeneous ferritic steels: Theory and applications

David Ryckelynck, Jacques Besson, A. Andrieu, 2012 .

Hyper-reduced predictions for lifetime assessment of elasto-plastic structures

David Ryckelynck, Komlanvi Lampoh, D. Ryckelynck, 2016 .

On the Reduction of Kinetic Theory Models Related to Finitely Extensible Dumbbells

Francisco Chinesta, David Ryckelynck, Roland Keunings, 2006 .

Hyper‐reduction of mechanical models involving internal variables

David Ryckelynck, 2009 .

On thea priori model reduction: Overview and recent developments

Elías Cueto, Francisco Chinesta, David Ryckelynck, 2006 .

Reduced‐order modelling for solving linear and non‐linear equations

Aziz Hamdouni, David Ryckelynck, Cyrille Allery, 2011 .

On the ”A Priori” Model Reduction: Overview and Recent Developments

Elías Cueto, Francisco Chinesta, David Ryckelynck, 2020 .

Review: A priori hyper-reduction method for coupled viscoelastic-viscoplastic composites

David Ryckelynck, D. Ryckelynck, S. Cantournet, 2013 .

History-dependent Material and the Natural Element Meshless Method. Study of Two Approaches in Finite Transformation

David Ryckelynck, F. Chinesta, P. Lorong, 2002 .

A robust adaptive model reduction method for damage simulations

David Ryckelynck, Jacques Besson, D. Ryckelynck, 2011 .

Deterministic Approach of the Multi Bead-Spring Polymer Models

David Ryckelynck, F. Chinesta, Amine Ammar, 2005 .

Multi-level A Priori Hyper-Reduction of mechanical models involving internal variables

David Ryckelynck, Sabine Cantournet, D. Ryckelynck, 2010 .

Deterministic particle approach of Multi Bead-Spring polymer models

Francisco Chinesta, David Ryckelynck, Amine Ammar, 2006 .

Architectured Materials to Improve the Reliability of Power Electronics Modules: Substrate and Lead-Free Solder

David Ryckelynck, Bertrand Pierre, D. Ryckelynck, 2014, Journal of Electronic Materials.

A simple error indicator for meshfree methods based on natural neighbors

Philippe Lorong, Francisco Chinesta, David Ryckelynck, 2006 .