GOUT Christian

02 32 95 98 75

  • My ORCID ID is 0000-0002-3628-4397
  • Thèmes de recherche/Research topics: Data approximation/Approximation de données, IA, PDE, Numerical analysis, shape optimization, Image processing. Applications to Medicine & Geophysics. Energy.
  • Collaborateur extérieur au projet/Associate member of MAKUTU, INRIA Bordeaux Sud Ouest (Pau) from 2021, and external collaborator of UNAM (Mexico).
  • Liens industriels/Industry: PEPS AMIES avec Buawei (2023/24), Siemens-Gamesa Renewable Energy, TEB Prynel, ADWEN, ENGIE Green/La Compagnie du Vent/ENGIE Green (Success story : e@lin [Fiche Labex AMIES et Fondation Sciences Mathématiques de Paris]), IFP Energies Nouvelles (2010-2013). Dassault Systèmes (2002-...). ELF Aquitaine, TOTAL, et Society of Petroleum Engineers (TX, USA).
  • Endadrement doctoral/Ph D supervisions:
    En cours : Alexandre Leclerc (CIFRE Buawei, avec C. Le Guyader et P. Besset), Augustin Leclerc (oct. 2021, Avec A. Tonnoir et H. Barucq), GG. Khayretdinova (co-tutelle Russie, juin 2021, en cours).
    Soutenues : Théau Cousin (Mai 2021 à mars 2024, CIFRE Routes de France, avec A. Tonnoir, C. Fauchard (Cerema)), I. Bouzarkouna (dec. 2017 à Juillet 2021, dont 6 mois de congé maternité), M.P. Schmidt (avec Dassault Sys. de 2017 à mars 2020), A. Citrain (50%, avec H. Barucq, de nov. 2016 à dec. 2019), Soufia Benhida (cotutelle ENSA Agadir, avec A. Knippel 01/2015 à 12/2018), Daniel Cervantes (UNAM Mexique, 50% avec P. Gonzalez Casanova, 2017), Edson Miyaura (2012/16) avec LOFIMS. Théophile Chaumont-Frelet (2012/15, avec H. Barucq), Solène Ozeré (2012/15) avec C. Le Guyader.   Z. Alès (15%, avec A. Knippel, et LITIS),  D. Brazey (TEB Prynel, 50% avec B. Portier), R. Derfoul (IFPEN, 2010-13, avec C. Le Guyader 50%), Marc Helbling (Cifre Dassault 2006-2010), A. Travert (Cifre Dassault 2002-2006), C. Le Guyader (2002-2004).
    Ingénieur de recherche/Postdoc (2018/19):  Guzel Khayretdinova (2020),  Zoé Lambert (Ingénieur de Recherche), projet M2SiNum, Imene Khames (postdoc) projet M2NUM.
  • Visiting professor at the Univ. of Hawai'i at Manoa (Honolulu, en 2024, 2022, 2008, 2006), Univ. of Southern California (Los Angeles), UC Berkeley), Univ. of Tromso (Norway)...
  • Délégation CNRS - FR CNRS335 en 2024 et 2025 (Labex AMIES).
  • Collaborations: Hélène Barucq (INRIA MAGIQUE 3D), M. Chyba (UH Manoa), D. Bonner (Dassault Sys.), Luminita Vese (UC Los Angeles), Dimitri Komatitsch (CNRS), Lucia Romani (Milano Biccoca, Italie), E. Iosifova (Russia), S. Da Veiga (IFP), P. Gonzalez-Casanova (UNAM, Mexico), C. Fauchard (CEREMA), CHU du Haut Leveque (Médecine Nucléaire, Bordeaux), Espagne, Cuba, USA, Maroc...
  • Enseignement/Teaching: Génie Mathématique (Méthodes Numériques pour les EDP I et II : Eléments Finis, Calcul Spectral en GM4, Approximation, Machine Learning pour le traiteme d'images et la science des données en GM5, Imagerie/Méthodes numériques  en GM5), et Master Math Fondamentales et Appliquées (UniRouen et INSA, Méthodes Numériques). Evaluation Enseignements  : GM4-S7 : 74,18/100 et GM4-S8: 88,3/100
  • Activités Administratives/Administrative activities:
    Office member/Membre du bureau du Labex AMIES - Coordonnateur ENERGIE du Labex depuis 2017.
    Membre nommé du CNU 26 à partir de Novembre 2019
    Membre de l'/Member of Editorial Board de Mathematical and Computational Applications.
    Vice President du Comité de Pilotage DataLab Normandie de Novembre 2019 à septembre 2022.
    Research and PhD studies, Director/Directeur de la Recherche et de la Formation Doctorale, INSA Rouen Normandie from  2018 to 2022.
    Research & Valorisation Director / Directeur de la Recherche et de la Valorisation, INSA Rouen from 2014 to 2018
    Correspondant Mathématique-Simulation-Optimisation du CRIANN - Maison Normande des Sciences du Numérique pour le Labex AMIES depuis 2016.
    Membre du Conseil Académique de Normandie Université depuis 2016.
    Directeur du Labo. de Math. de l'INSA Rouen de 2010 à nov. 2017.
    Rédacteur en Chef de Matapli (SMAI) de 2007 à 2017 (10 ans, 30 numéros... Mon "Mot de la fin...").
    Membre du CA de la SMAI de 2006 (réélu en 2009 et 2012) à 2015.
    Membre du Comité de  liaison de SMAI-SIGMA (entre 2006 et 2015), et de SMAI-MAIRCI depuis 2010.
    Membre du Conseil de Dpt GM entre 2012 et 2015.
    Création et Animation (avec P. Calka) de l'Axe 4 (Traitements numériques) du GRR Logistique-Mobilité-Numérique (Région Haute Normandie) de 2013 à 2016.
    Correspondant de la CDEFI pour  Mexfitec, Brafitec depuis 2014,  Arfitec de 2014 à 2016.
    Correspondant pour le Labex AMIES depuis 2014.
    Porteur du projet ECOS NORD du LMI avec le Mexique, qui a été sélectionné pour 2016-2019: Equations aux dérivées partielles pour des ondes et problèmes inverses : applications en physique, biologie et énergie propre.
  • HDR de l'Université de Rouen: soutenue le 5 mai 2004. 
    Rapporteurs: A.J. Chorin (UC Berkeley), A. Cohen (Paris VI), M.L. Mazure (Grenoble I),
    membres du jury: D. Apprato (Pau), A. Draux (Rouen), E. Laffon (Bordeaux), E. Lenglart (Rouen), W. Respondek (Rouen).
  • PR à l'UVHC entre 2006 et 2010.
  • Collaborateur extérieur au projet/Associate member of MAGIQUE3D, INRIA Bordeaux Sud Ouest (Pau) from 2003 to 2021 (new following project name : Makutu).
  • Doctorat soutenu en 1997, Université de Pau et des Pays de l'Adour, LMA, UMR CNRS 5142, Pau.
    Rapporteurs de la thèse de doctorat : A.J. Chorin (UC Berkeley), P.J. Laurent (Grenoble), A. Le Méhauté (Nantes). Dir. de thèse : D. Apprato (Pau). Psdte dy Jury : M. Madaune-Tort (Pau).
  • Cal Berkeley Alumni member
  • Organisations de manifestations : membre du comité scientifique de SMAI 2017, et co-organisation des conférences MATA 2003 et MATA 2007 (Cancun, Mexico), Curves and Surfaces (2014, 2010, 2006), French SMAI-Mexican SMM  Meeting on Industrial and Applied Mathematics à Villahormosa (Mexico, 2013)... Co-organisation avec M. Kazakova du workshop "Modelling and Numerical Simulation @ INSA Rouen en 2019...


UC Berkeley Cal Alumni lifetime member #653315

Books/Editor:

[3] Christian Gout, Zoé Lambert and Dominique Apprato, Data approximation : mathematical modelling and numerical simulations, 166 pages, INSA Rouen Normandie, ISBN 9978-2-7598-2367-3, EDP Sciences, 2019.

DATA APPROXIMATION:
mathematical modelling and numerical simulations
 

[2] Curves and Surfaces, Series: Lecture Notes in Computer Science, Volume 6920 (2012),
Subseries: Theoretical Computer Science and General Issues,  by Boissonnat, J.-D.; Chenin, P.; Cohen, A.; Gout, C.; Lyche, T.; Mazure, M.-L.; Schumaker, L. (Eds.)

This volume constitutes the thoroughly refereed post-conference proceedings of the 7th International Conference on Curves and Surfaces, held in Avignon, in June 2010. The conference had the overall theme: "Representation and Approximation of Curves and Surfaces and Applications".

The 39 revised full papers presented together with 9 invited talks were carefully reviewed and selected from 114 talks presented at the conference. The topics addressed by the papers range from mathematical foundations to practical implementation on modern graphics processing units and address a wide area of topics such as computer-aided geometric design, computer graphics and visualisation, computational geometry and topology, geometry processing, image and signal processing, interpolation and smoothing, scattered data processing and learning theory and subdivision, wavelets and multi-resolution methods.
Content Level »Research
Keywords »Approximation - geodesic paths - numerical simulation - sparse approximation - triangular meshes
Click HERE for more informations

 

[1] Curves and Surfaces - Springer LNCS 9213 (2015)

8th International Conference, Paris, France, June 12-18, 2014.

Editors: Boissonnat, J.-D., Cohen, A., Gibaru, O., Gout, C., Lyche, T., Mazure, M.-L., Schumaker, L.L. (Eds.)

Last papers/confs

[2024] G. Khayretdinova, C. Gout, A mathematical model for wind velocity fields reconstruction and visualization taking into account the topography influence, Journal of Imaging 10(11), 285, 18 p., 2024.

[2024] G. Khayretdinova, D. Apprato, C. Gout,  A level set based model for image segmentation under geometric constraints and data approximation, Journal of Imaging 10-1 (2), 19p., 2024.

[2024] I. Bouzarkouna, D. Baudry, M. Sahnoun, C. Gout, Optimal Deployment of Fog-Based Solution for Connected Devices in Smart Factory, IEEE Transactions on Industrial Informatics, vol. 20, no. 4, pp. 5137-5146, 2024.

[P-2023] T. Cousin, A. Tonnoir, C. Fauchard, P. Charbonnier, C. Gout, Electromagnetic Bench Based on ETSA Antennas for Civil Engineering Materials Tomography, IEEE Conference on Antenna Measurements and Applications (CAMA), 2023.

[2022] G. Khayretdinova, T. Chaumont, C. Gout, S. Kuksenko, Image segmentation with a priori conditions: applications to medical and geophysical imaging, accepted for publication, Math. Comput. Appl., Math. Comput. Appl. 27(2), 26, 2022.

[2021] P. Bénard, E. Gourichon, C. Gout, Eoliennes : modélisation et simulations des écoulements d'air, Tangente - Maths et emploi : Un monde professionnel très demandeur, ISBN 2263-4908, pp.  88-93, 2021.

[P-2021] I. Bouzarkouna, M. Sahnoun, B. Bettayeb, D. Baudry, C., Gout, Optimal Fog-Based Architecture for Internal Logistics in Industry 4.0 Production Floor, International Conference On Cyber Management and Engineering, CyMaEn,  2021.

[2020] M.-P. Schmidt, L. Couret, C. Gout, C. B.W. Pedersen, Structural Topology Optimization with Anisotropic Materials for Continuous Fiber Designs, Structural and Multidisciplinary Optimization 62, pp. 3105–3126, 2020.

[P-2020] G. Khayretdinova, C. Gout, Image segmentation under geometrical constraints in medical image processing,  2020.

[Proc2020] Guilbert, V., Antoine, R., Heinkelé, C., Maquaire, O., Costa, S., Gout, C., Davidson, R., Sorin, J.-L., Beaucamp, B., Fauchard, C.,  Fusion of thermal and visible point clouds : application to the Vaches Noires landslide, Normandy, France, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, 43 (B2), pp. 227-232, 2020.

[2020-conf] H. Barucq, M. Chyba, C. Gout and C. Le Guyader, Oceanic surface current approximation from sparse data, accepted for publication, IEEE IGARSS ref#1525, 2020.

[2020-conf] R. Antoine, I. Ciotir, S. Costa, Y. Fargier, C. Fauchard,  C. Gout, C. Le Guyader, O. Maquaire, S. Taoum, A. Tonnoir, Coastline erosion study via UAV drone remote sensing usint python modelling electrical resistivity imaging, (PyMERI), accepted for publication, IEEE IGARSS ref#1321, 2020.

[2020] P. Bénard, E. Gourichon, C. Gout, Éoliennes : modélisation et simulations des écoulements d’air, Tangente 73, pp. 36-39,  2020.

[2019] H. Calandra, Z. Lambert, C. Gout, A. Atle, M. Bonnasse-Gahot, J. Diaz, S. Ettouati,  Recent advances in numerical methods for solving the wave equation in the context of seismic depth imaging, SMAI J. of Computational Mathematics, Volume 5, p. 47-65, 2019.

[2019] P. Gonzalez Casanova, C. Gout, J. Zavaleta,, Radial basis function methods for optimal control of the convection-diffusion equation: A numerical study,  Engineering Analysis with Boundary Elements 108, pp. 101-109, 2019.

[2019] N. Warncke, I. Ciotir, A. Tonnoir, C. Gout and Z. Lambert, Analytical approach to Galerkin BEMs on polyhedral surfaces, SMAI J. of Computational Mathematics, Volume S5, p. 27-46, 2019.

[2019] M.-P. Schmidt, C. B.W. Pedersen, C. Gout, On structural topology optimization using graded porosity control, Structural and Multidisciplinary Optimization, to appear 2019.

[2019 conf]  M.-P. Schmidt  C. B.W. Pedersen  C. Gout, On structural topology optimization enforcing graded porosity control, World Congress of Structural and Multidisciplinary Optimization, May 20-24, 2019, Beijing, China.

[2019 conf] I. Khames, A. Knippel, C. Gout, Graph cuts for image segmentation using the Stoer Wagner algorithm, ISBI 2019, April 2019, Venice, Italy.

[2018-Conf] I. Bouzarkouna, M. Sahnoun, N. Sghaier, D. Baudry, C. Gout, Challenges Facing the Industrial Implementation of Fog Computing. FiCloud 341-348, 2018.
 
[2018-Book series] Remadna, A., Benatia, A., Louis, A., Gout, C., A predictive analysis data-based for additive manufacturing, Advances in Transdisciplinary Engineering 8, pp. 125-130, 2018.
 
[2018] Hélène Barucq, Henri Calandra, Aurélien Citrain, Julien Diaz, Christian Gout. On the coupling of Spectral Element Method with Discontinuous Galerkin approximation for elasto-acoustic problems. 13th World Congress in Computational Mechanics, Jul 2018, New-York, United States.
 
[2018] H. Barucq, H. Calandra, T. Chaumont Frelet, C. Gout, A Multiscale Medium Approximation method for the propagation of P-waves in highly heterogeneous geophysical media, soumis, 2018.
 
[2018] D. Cervantes, P. Gonzalez, C. Gout, M. Moreles, A line search algorithm for wind field adjustment with incomplete data and RBF approximation, Comp. and Applied Math., Volume 37, Issue 3, pp 2519–2532, 2018.
 
[2017] H. Barucq, H. Calandra, A. Citrain, J. Diaz, C. Gout. On the coupling of Spectral Element Method with Discontinuous Galerkin approximation for elasto-acoustic problems. MATHIAS – TOTAL Symposium on Mathematics, Oct 2017, Paris, France. 2017. 〈hal-01690670〉
 

[2017] H. Barucq, T. Chaumont Frelet, C. Gout, Stability analysis of heterogeous Helmholtz problems and finite element solution based on propagation media approximation, Math.of Computation, Volume 86, Number 307, Pages 2129–2157, september 2017. 

[P2017] S. Behnida, C. Gout, Traitement du signal pour la mesure du vent sur des mâts d’éoliennes offshore, Journées Energies Marines Renouvelables, Deauville, 2017.

 
[2016] R. Fontanges, C. Gout, N. Forcadel, C. Le Guyader, A. Zakharova, T. Roy, D. Apprato, P. Alexandre, B. Jobard, Wind velocity field approximation from sparse data for new wind farm installation, 19th European Conference for Industry - ECMI conference, Santiago de Compostela, 13-17 juin 2016, Espagne.
 
[2016] H. Barucq, H. Calandra, T. Chaumont Frelet, C. Gout, Multiscale medium approximation: Application to geophysical benchmarks, 7th EAGE Saint Petersburg International Conference and Exhibition: Understanding the Harmony of the Earth's Resources Through Integration of Geosciences pp. 79-83, 2016.
 
[2016] P. Gonzalez-Casanova, J.A. Munoz-Gomez, C. Gout, Scalability of a radial basis functions domain decomposition method for the solution of PDEs, in progress.
 
[2015] Preface, Curves and Surfaces (8th), Boissonnat, J.-D., Cohen, A., Gibaru, O., Gout, C., Mazure, M.-L., Lyche, T., Schumaker, L.L., 492 pages, Lecture Notes in Computer Science #9213, Springer, 2015.
 
[Eds2015] Curves and Surfaces, 8th International Conference, Paris, France, June 12-18, 2014, Revised Selected Papers, Editors:  Boissonnat, J.-D., Cohen, A., Gibaru, O., Gout, C., Mazure, M.-L., Lyche, T., Schumaker, L.L., 492 pages, Lecture Notes in Computer Science #9213, Springer,eBook ISBN978-3-319-22804-4, 2015.
 
[2015] S. Ozeré, C. Le Guyader, C. Gout, Joint segmentation/registration model by shape alignment via weighted total variation minimization and nonlinear elasticity, SIAM J. on Imaging Sciences 8(3), 1981–2020,  2015.

[Conf 2015] Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Pollution analysis for high order discretizations of highly heterogeneous Helmholtz problems, Exploring the earth, May 2015, Pau, France
    
[Conf 2015] hal-01217469v1
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Helmholtz Equation in Highly Heterogeneous Media, 1st. Pan-American Congress on Computational Mechanics, Apr 2015, Buenos Aires, Argentina
    
[Conf 2015]  hal-01217475v1
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Multiscale Medium Approximation for the Helmholtz equation. Application to geophysical benchmarks, Third Workshop of the strategic action DIP, Jun 2015, Pau, France
 
[Conf 2015] Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout,  Pollution analysis for high order discretizations of highly heterogeneous Helmholtz problems, Exploring the earth, May 2015, Pau, France
 
[2015] Z. Ales, A. Pauchet, A. Knippel, L. Vercouter, C. Gout, Extraction de motifs dialogiques bidimensionnels. Revue d'Intelligence Artificielle 29(6): 655-683 (2015)
 
[P2015] D. Brazey, C. Gout, An algorithm for automatic people tracking from depth map sequences, IEEE EUVIP 2014, IEEE reference 7018368, 2015.
 
[P2015] D. Brazey, C. Gout, Kinect depth map inpainting using spline approximation, IEEE Euvip 2014, IEEE reference 7018372, 2015.
   
[Conf 2014]  hal-01100492v1  
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Helmholtz equation in Highly Heterogeneous Media, 11th World Congress on Computational Mechanics, Jul 2014, Barcelone, Spain. 2014
   
[Conf 2014]  hal-01100468v1
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. High Order Methods for Helmholtz Problems in Highly Heterogeneous Media, Journées Total-Mathias 2014, Oct 2014, Paris, France
    
[Conf 2014]  hal-01100478v1
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Helmholtz Equation in Highly Heterogeneous Media, Second Russian-French Workshop "Computational Geophysics", Sep 2014, Novosibirsk, Russia. 2014
    
[Conf 2014]  hal-01100475v1
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout. Helmholtz Equation in Highly Heterogeneous Media: a two Scales Analysis, Third international workshop on multiphysics, multiscale and optimization problem, May 2014, Bilbao, Spain. 2014
 
 [P2014] E. H. Miyaura, Y. Aoues, D. Lemosse, E. Souza de Cursi and C. Gout, Fatigue analysis on a wind turbine tower under random loading, DINAM 2014, referencee 125415, 2014.
 
[2014] C. Le Guyader, D. Apprato, C. Gout, Spline approximation of gradient fields: applications to wind velocity fields, accepté pour publication dans  Mathematics and Computers in Simulation 97: 260-279, 2014.
 
[Book Chapter 2013] D. A. Cervantes, C. Gout, R. Reséndiz, H. Juárez, P. González-Casanova, Numerical Study of Wind Field Adjustment with Radial Basis Functions, Environmental Science and Engineering, Fluid Dynamics in Physics, Engineering and Environmental Applications, Springer, Chapter Meteorology and Pollution, ISBN: 978-3-642-27722-1 (Print) 978-3-642-27723-8 (Online) Springer, 2013.
 
[P2013] T. Roy, C. Gout, C. Le Guyader, E. Lenglart, Wind velocity field approximation from sparse data, IEEE IGARSS, 1606-1609, 2013.
 
[P2013] J. Doumergue, W. Salazar, C. Gout, E. Lenglart, Surface reconstruction from ship track data using a recursive method, IEEE IGARSS, 1399-1402,  2013.
 
[2013]: C. Gout, L. Romani, Multivariate Approximation: Theory and applications, Journal of Computational and Applied Mathematics 240 , pp. 1-4, 2013. >>>
 
[2013]: R. Derfoul, S. Da Veiga, C. Gout, C. Le Guyader, E. Tillier, Image processing tools for better incorporation of 4D seismic data, into reservoir models, J. of Comp. and Applied Math. 240 , pp. 111-122, 2013. >>>
 
[2013]: D. Cervantes, P. Gonzalez, C. Gout, R. Resendiz, H. Juarez, Vector field approximation using radial basis functions, J. of Comp. and Applied Math. 240 , pp. 163-173, 2013. >>>
 
[Conf 2013]  hal-00930139v1  
Hélène Barucq, Henri Calandra, Théophile Chaumont Frelet, Christian Gout, Frédéric Valentin. The Multiscale Hybrid Mixed Method for the Helmholtz Equation, HOSCAR - 3rd Brazil-French workshop on High performance cOmputing and SCientific dAta management dRiven by highly demanding applications (INRIA-CNPq) (2013), Sep 2013, Bordeaux, France. 2013    
 
[2012]: C. Le Guyader, D. Apprato, C. Gout, On the Construction of Topology-Preserving Deformation Fields,IEEE Transactions on Image Processing 21 (4) , art. no. 6093964 , pp. 1587-1599, 2012.>>>
 
[2013] : C. Le Guyader, C. Gout, A.S. Macé, D. Apprato. Gradient fields approximation: application to registration processes in image processing, J. of Comp. and Applied Math. 240 , pp. 135-147, 2013. >>>
 
[P2012] - D. Apprato; C. Gout; C. Le Guyader; On the construction of topology-preserving deformations, Medical Imaging , SPIE Volume: 8314, Editor(s): D. R. Haynor and  S. Ourselin, ISBN: 9780819489630, 2012.
 
[P2012]  R. Derfoul, S. Da Veiga, C. Gout, C. Le Guyader, E. Tillier, New formulation of the objective function for better incorporation of 4D seismic data into reservoir models, ECMOR 2012 - 13th European Conference on the Mathematics of Oil Recovery.
 
[P2011] -  R. Reséndiz, H. Juárez, D. A. Cervantes, C. Gout, P. González-Casanova, Numerical Study of Wind Field Adjustment with Radial Basis Functions, Experimental and Theoretical Advances in Fluid Dynamics, Volume II (Mexican Phys. Society Eds).

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November 20, 2014.

Alexandre J. Chorin, of the University of California, Berkeley shakes hands with President Barack Obama after receiving the National Medal of Science during a ceremony in the East Room of the White House...
(Crédit: Associated Press)

Erdos number: 3

Math genealogy: Apprato/Arcangéli/Atteia/Kuntzmann/Valiron/Borel/Darboux/Chasles/Poisson/Lagrange et Laplace/Euler/Bernouilli/Bernouilli et Eglinger/...

Yannick Souvré >>>