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ANR project: Code decision (reference) : ANR-13-MONU-0005
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Simultaneous empirical interpolation and reduced basis method. Application to non-linear multi-physics problem

Cécile Daversin , Christophe Prud'Homme
Model Reduction of Parametrized Systems, 17, Springer International Publishing, 2017, MS&A, 978-3-319-58786-8. ⟨10.1007/978-3-319-58786-8⟩
Book sections hal-01332437v1
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Towards real time computation of 3D magnetic field in parametrized Polyhelix magnets using a reduced basis Biot-Savart model

Cécile Daversin - Catty , Romain Hild , Christophe Prud'Homme , Christophe Trophime
25th International Conference on Magnet Technology, Aug 2017, Amsterdam, Netherlands. , 2017
Conference poster hal-01584931v1

Low-rank tensor methods for model order reduction

Anthony Nouy
R. Ghanem; D. Higdon; H. Owhadi. Handbook of Uncertainty Quantification, 2016
Book sections hal-01262403v1
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Full 3D MultiPhysics Model of High Field PolyHelices Magnets

Cécile Daversin , Christophe Prudhomme , Christophe Trophime
IEEE Transactions on Applied Superconductivity, 2016, 26 (4), pp.1-4. ⟨10.1109/TASC.2016.2516241⟩
Journal articles hal-01220807v1
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Bases réduites certifiées pour des problèmes multi-physiques non-linéaires de grande taille. Application au design d'aimants à haut champ

Cécile Daversin , Christophe Prud'Homme , Christophe Trophime
Journée poster des doctorants - Université de Strasbourg, Oct 2014, Strasbourg, France
Conference poster hal-01082377v1
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Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines

Rémi Sainct , Cyril Feau , Jean-Marc Martinez , Josselin Garnier
2018
Preprints, Working Papers, ... cea-02339421v1
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Fast column generation for atomic norm regularization

Marina Vinyes , Guillaume Obozinski
The 20th International Conference on Artificial Intelligence and Statistics, Apr 2017, Fort Lauderdale, United States
Conference papers hal-01502575v1
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Estimate of quantile-oriented sensitivity indices

Thomas Browne , Jean-Claude Fort , Bertrand Iooss , Loïc Le Gratiet
2017
Preprints, Working Papers, ... hal-01450891v1

Feel++ : A Versatile High Performance Finite Element Embedded Library into C++

Vincent Chabannes , Christophe Prud'Homme
SIAM Conference on Computational Science and Engineering, SIAM, Mar 2015, Salt Lake City, United States
Conference papers hal-01217031v1

A least-squares method for sparse low rank approximation of multivariate functions

Mathilde Chevreuil , Régis Lebrun , Anthony Nouy , Prashant Rai
SIAM/ASA Journal on Uncertainty Quantification, 2015, 3 (1), pp.897-921. ⟨10.1137/13091899X⟩
Journal articles hal-00861913v1
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Full 3D MultiPhysics Model of High Field PolyHelices Magnets

Cécile Daversin , Christophe Prud'Homme , Christophe Trophime
International Conference on Magnet Technology, Oct 2015, Seoul, South Korea
Conference poster hal-01219066v1
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Sparse Low Rank Approximation of Multivariate Functions – Applications in Uncertainty Quantification

Prashant Rai
Engineering Sciences [physics]. Ecole Centrale de Nantes (ECN), 2014. English. ⟨NNT : ⟩
Theses tel-01143694v1
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Simultaneous Empirical Interpolation and Reduced Basis method for non-linear problems

Cécile Daversin , Christophe Prud'Homme
Comptes Rendus. Mathématique, 2015, ⟨10.1016/j.crma.2015.08.003⟩
Journal articles hal-01144116v1
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Modélisation statistique de l'exposition humaine aux ondes radiofréquences.

Pierric Kersaudy
Statistiques [stat]. UNIVERSITE PARIS-EST, 2015. Français. ⟨NNT : ⟩
Theses tel-01271351v1

Higher-order principal component analysis for the approximation of tensors in tree-based low-rank formats

Anthony Nouy
Numerische Mathematik, 2019, 141 (3), pp.743-789. ⟨10.1007/s00211-018-1017-8⟩
Journal articles hal-01521759v1
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Méthode de Réduction d'Ordre et Simulations Aerothermiques

Jean-Baptiste Wahl , Christophe Prud'Homme , Yannick Hoarau
Journée doctorale , Oct 2015, Strasbourg, France
Conference poster hal-01217935v1
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A unified perspective on convex structured sparsity: Hierarchical, symmetric, submodular norms and beyond

Guillaume Obozinski , Francis Bach
2016
Preprints, Working Papers, ... hal-01412385v1

Interpolation of inverse operators for preconditioning parameter-dependent equations

Olivier Zahm , Anthony Nouy
SIAM Journal on Scientific Computing, 2016, 38 (2), pp.A1044-A1074. ⟨10.1137/15M1019210⟩
Journal articles hal-01262424v1

Low-rank methods for high-dimensional approximation and model order reduction

Anthony Nouy
P. Benner; A. Cohen; M. Ohlberger; K. Willcox. Model Reduction and Approximation: Theory and Algorithms, SIAM, Philadelphia, 2017
Book sections hal-01262422v1
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Reduced Order modeling of high magnetic field magnets

Cécile Daversin , Christophe Prud'Homme , Christophe Trophime , Stéphane Veys
17th U.S. National Congress on Theoretical & Applied Mechanics, Jun 2014, Michigan State University, East Lansing, Michigan, United States
Conference papers hal-00955232v2
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Reduced Basis method applied to large scale non linear multiphysics problems

Cécile Daversin , Christophe Prud'Homme , Christophe Trophime
MoRePaS2015, Oct 2015, Trieste, Italy
Conference poster hal-01219061v1

Simultaneous Empirical Interpolation and Reduced Basis method for non-linear problems

Cécile Daversin , Christophe Prud'Homme
MoRePaS2015, Oct 2015, Trieste, Italy
Conference papers hal-01219063v1
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Comparative study between in-situ measurements and a 3D efficient model for the computation of magnetic fields in High Field Polyhelix magnets

Cécile Daversin , Francois Debray , Jean Dumas , Romain Hild , Christophe Prud'Homme , et al.
25th International Conference on Magnet Technology (MT25), Aug 2017, Amsterdam, Netherlands.
Conference poster hal-01588678v2