Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. Metamodèle de la propagation d'ondes sismiques 3D par opérateur neuronal de Fourier (FNO) amélioré avec un transfert d'apprentissage., 2024-05-13. (https://hal.science/hal-04531803)
Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. Seismic hazard analysis with a Fourier Neural Operator (FNO) surrogate model enhanced by transfer learning, 2023-12-16. (https://hal.science/hal-04476126)
Gerardo Granados, Roberto Miorelli, Filippo Gatti, Didier Clouteau. A deep learning framework for efficient global sensitivity analysis and SHAP values calculations applied to eddy current testing problems, 2023-07-24. (https://hal.science/hal-04250590)
Sara Touhami, Fernando Lopez-Caballero, Didier Clouteau. Numerical analysis of local geology effects on ground motion prediction, 2019-05-26. (https://hal.science/hal-03427401)
Sara Touhami, Fernando Lopez‐caballero, Didier Clouteau. NUMERICAL ANALYSIS OF THE EFFECTS OF REGIONAL AND LOCAL GEOLOGY ON GROUND MOTION PREDICTION, 2018-06-18. (https://hal.science/hal-01851753)
Filippo Gatti, Fernando Lopez‐caballero, D. Clouteau, Roberto Paolucci, Lúcio de Abreu Corrêa. Broad-band 3-D physics-based simulation of earthquake-induced wave-field at the Kashiwazaki-Kariwa Nuclear Power Plant (Japan): an all-embracing source-to-site approach, 2018-06-18. (https://hal.science/hal-01851734)
F Gatti, Luciano de Carvalho Paludo, Angkeara Svay, Fernando Lopez-Caballero, Régis Cottereau, Didier Clouteau. Investigation of the earthquake ground motion coherence in heterogeneous non-linear soil deposits, 2017-09-10. (https://hal.science/hal-01586963)
F Gatti, Fernando Lopez-Caballero, Lúcio de Abreu Corrêa, D Clouteau, R Paolucci. PHYSICS-BASED SCENARIO OF THE 2007 CHUETSU-OKI EARTHQUAKE, 2017-06-14. (https://hal.science/hal-01546804)
Georges Devésa, Nicolas Greffet, Alex Nieto Ferro, Didier Clouteau. Le benchmark KARISMA revisité : enrichissements de la modélisation en interaction sol-structure sous séisme, 2017-05-15. (https://hal.science/hal-01926481)
Catherine Berge-Thierry, Pierre-Yves Bard, Thomas Chartier, Régis Cottereau, Etienne Bertrand, Fernando Lopez-Caballero, Didier Clouteau, Stéphane Grange, Silvano Erlicher, Fabrice Hollender, Panagiotis Kotronis, Maria Lancieri, Aurore Laurendeau, Alain Le Maoult, Nadim Moussallam, Marc Nicolas, Frédéric Ragueneau, Jean-François Semblat, François Voldoire. Le projet SINAPS@: vers une évaluation intégrée du risque sismique pour la sûreté nucléaire, 2015-11-30. (https://insu.hal.science/insu-01742674)
Filippo Gatti, Fernando Lopez‐caballero, Didier Clouteau. One-dimensional seismic soil response at the nuclear power plant of kashiwazaki-kariwa during the 2007 niigata-chuetsu-oki earthquake, 2015-09-01. (https://centralesupelec.hal.science/hal-02455818)
Catherine Berge-Thierry, Pierre-Yves Bard, Thomas Chartier, Régis Cottereau, Etienne Bertrand, Fernando Lopez-Caballero, Didier Clouteau, Stéphane Grange, Silvano Erlicher, Fabrice Hollender, Panagiotis Kotronis, Maria Lancieri, Aurore Laurendeau, Alain Le Maoult, Nadim Moussallam, Marc Nicolas, Frédéric Ragueneau, Jean-François Semblat, François Voldoire. Toward an integrated seismic risk assessment for nuclear safety improving current French methodologies through the SINAPS@ research project, 2015-08-10. (https://hal.science/hal-01590959)
Tatiana Okhulkova, Didier Clouteau, R. Cottereau, R. Farret, E. de Rocquigny. Coupling 3d and rotation invariant probabilistic models for two-phase flows in random media, 2015-05-25. (https://centralesupelec.hal.science/hal-02455819)
Luciano de Carvalho Paludo, Victor Bouvier, Régis Cottereau, Didier Clouteau. Efficient Parallel Generation of Random Field of Mechanical Properties for Geophysical Application, 2015-05-18. (https://hal.science/hal-01515074)
Angkeara Svay, Irmela Zentner, Didier Clouteau, Régis Cottereau. Modélisation de la variabilité spatiale du champ sismique pour les études d'interaction sol-structure, 2015-05-18. (https://hal.science/hal-01515072)
Yves Le Guennec, Eric Savin, Didier Clouteau. A time-reversal process for beam trusses subjected to impulse loads, 2013-10-01. (https://hal.science/hal-01450390)
R. Cottereau, Y. Le Guennec, D. Clouteau, Christian Soize. A coupling method for stochastic models at different scales, 2013-09-09. (https://hal.science/hal-00947172)
Shahram Khazaie, R. Cottereau, D. Clouteau. Identification of some statistical parameters of a random heterogeneous medium using measurements of the surface wavefield, 2013-09-02. (https://hal.science/hal-00855856)
Ibrahim Baydoun, Eric Savin, Régis Cottereau, Didier Clouteau, Johann Guilleminot. Anisotropic transport and diffusion of elastic waves in random media, 2013-09-02. (https://hal.science/hal-00855857)
R. Cottereau, Y. Le Guennec, D. Clouteau, Christian Soize. A coupling method for stochastic continuum models at different scales, 2013-07-22. (https://hal.science/hal-00861378)
Yves Le Guennec, R. Cottereau, D. Clouteau, Christian Soize. A coupling method for stochastic continuum models at different scales, 2013-06-16. (https://hal.science/hal-00806414)
Tatiana Okhulkova, Didier Clouteau, R. Cottereau, Régis Farret. Probabilistic modeling and simulation of CO2 storage in heterogeneous geological formations, 2013-06-16. (https://ineris.hal.science/ineris-00971182)
R. Cottereau, D. Clouteau, Christian Soize, Y. Le Guennec. A coupling method for stochastic continuum models at different scales, 2013-05-13. (https://hal.science/hal-00808859)
Nicolas Greffet, Alex Ferro, Georges Devesa, Didier Clouteau. Interaction sol-structure non-linéaire : étude industrielle avec la méthode Laplace-temps, 2013-05-13. (https://hal.science/hal-01722083)
Yves Le Guennec, Eric Savin, Didier Clouteau. Transient dynamics of three-dimensional beam trusses under impulse loads, 2012-05-13. (https://hal.science/hal-01450413)
Didier Clouteau. De la propagation à la diffusion des ondes dans les solides : apports et limites de la simulation numérique, 2011-05-09. (https://hal.science/hal-00592890)
Alex Nieto Ferro, Didier Clouteau, Nicolas Greffet, Georges Devésa. Approche hybride Laplace-temps pour les calculs dynamiques d'interaction, 2011-05-09. (https://hal.science/hal-00592889)
Quang-Anh Ta, Didier Clouteau, Régis Cottereau. Numerical modeling of wave propagation in random anisotropic heterogeneous elastic media, 2010. (https://centralesupelec.hal.science/hal-00784503)
Quang-Anh Ta, Didier Clouteau, Régis Cottereau. Modélisation de champs stochastiques de matériaux élastiques anisotropes et influence sur la propagation des ondes, 2009-05-25. (https://hal.science/hal-01413608)
Régis Cottereau, Didier Clouteau, Christian Soize. Modèles probabilistes de matrices d’impédances. Application à l’interaction dynamique sol-structure, 2009-05-25. (https://hal.science/hal-01408467)
Régis Cottereau, Hachmi Ben Dhia, Didier Clouteau. Stochastic bridging of scales in the Arlequin framework, 2009-05-25. (https://hal.science/hal-01413823)
R. Cottereau, M. Arnst, Christian Soize, D. Clouteau. Impedance matrix of a random medium from parametric numerical experiments, 2008-06-30. (https://hal.science/hal-00698980)
Régis Cottereau, Didier Clouteau, Christian Soize. Modèle dynamique équivalent de matrices d'impédance de fondation, 2007-06-04. (https://hal.science/hal-00773359)
Quang-Anh Ta, Maarten Arnst, Didier Clouteau, Marc Bonnet. Inversion de la variabilité horizontale du sol par analyse des ondes de surface, 2007-05-21. (https://hal.science/hal-01509259)
Régis Cottereau, Didier Clouteau, Christian Soize. Approches paramétrique et non paramétrique pour la modélisation probabiliste des matrices d'impédance, 2007-05-21. (https://hal.science/hal-00773358)
Maarten Arnst, Marc Bonnet, Didier Clouteau, Quang-Anh Ta. Inversion of random field models for heterogeneous media from spectral analysis of mechanical waves, 2007. (https://hal.science/hal-00167349)
Q. A. Ta, M. Arnst, D. Clouteau, Marc Bonnet. Inversion de la variabilité horizontale du sol par analyse des ondes de surface, 2007. (https://hal.science/hal-00149572)
R. Cottereau, Didier Clouteau, Christian Soize. Probabilistic models of impedance matrices. Applications to seismic soil-structure interaction, 2006-07-16. (https://hal.science/hal-00698786)
Maarten Arnst, Marc Bonnet, Didier Clouteau. Identification of non-parametric probabilistic structural dynamics models from measured transfer functions, 2006. (https://hal.science/hal-00128916)
R. Cottereau, D. Clouteau, Christian Soize. Construction of a probabilistic model for the soil impedance matrix using a non-parametric method, 2005-09-04. (https://hal.science/hal-00686188)
R. Cottereau, D. Clouteau, Christian Soize, S. Cambier. Construction d'un modèle probabiliste de l'impédance du sol par une méthode non paramétrique. Application au dimensionnement sismique d'un ouvrage, 2005-05-17. (https://hal.science/hal-00773310)
Régis Cottereau, Didier Clouteau, Christian Soize, Simon Cambier. Construction d'un modèle probabiliste de la matrice d'impédance d'un domaine non-borné par une méthode non paramétrique Application au dimensionnement sismique d'un ouvrage, 2005-05-17. (https://hal.science/hal-01812978)
Christophe Obrembski, Didier Clouteau, Nicolas Greffet. Algorithme "Temps-Fréquence" pour la dynamique non linéaire en interaction sol-structure, 2005-05-17. (https://hal.science/hal-01813063)
Maarten Arnst, Didier Clouteau, Marc Bonnet, Geert Degrande. Identification de modèles probabilistes non paramétriques. Application en interaction dynamique sol-structure, 2005-05-17. (https://hal.science/hal-01812904)
Dimitris Pitilakis, Fernando Lopez-Caballero, Arézou Modaressi, Didier Clouteau. Effects of the soil non-linearity on the soil-foundation-structure interaction, 2005. (https://hal.science/hal-00273025)
Geert Degrande, Ralf Klein, Shashank Gupta, Didier Clouteau, Ramzi Othman, Marteen Arnst. A Coupled Periodic BE-FE Model for Predicting and Reducing Vibrations Generated from Underground Railway Traffic, 2005. (https://hal.science/hal-01007733)
Dimitris Pitilakis, Fernando Lopez-Caballero, Didier Clouteau, Arézou Modaressi. Soil-Structure Interaction analysis using an equivalent linear model for the soil - a real case application, 2005. (https://hal.science/hal-00270253)
Maarten Arnst, Didier Clouteau, Marc Bonnet. Identification de modèles probabilistes non paramétriques, 2005. (https://hal.science/hal-00122029)
Didier Clouteau, Ramzi Othman, Maarten Arnst, Geert Degrande, Ralf Klein, Pranesh Chatterjee, Bram Janssens. Comparative study of the dynamic behavior of a shallow cut-and-cover and a deep bored using a coupled periodic FE-BE formulation, 2004. (https://hal.science/hal-01007989)
M. Arnst, H. Chebli, Ramzi Othman, D. Clouteau, G. Degrande. A non parametrical approach for modeling random structural uncertainties in a dynamic soil-structure interaction problem, 2004. (https://hal.science/hal-01007787)
Pranesh Chatterjee, Geert Degrande, Didier Clouteau, Tahmeed M. Al-Hussaini, Maarten Arnst, Ramzi Othman. Numerical modelling of ground borne vibrations from underground railway traffic, 2003-05. (https://hal.science/hal-01767228)
Pranesh Chatterjee, Geert Degrande, Didier Clouteau, Tahmeed Al-Hussaini, Maarten Arnst, Ramzi Othman. Numerical modeling of ground borne vibrations from underground traffic, 2003. (https://hal.science/hal-01008546)
Geert Degrande, Pranesh Chatterjee, Didier Clouteau, Tahmeed Al-Hussaini, Maarten Arnst, Ramzi Othman. Numerical prediction model for ground-borne vibrations from underground railway traffic using a coupled FEM-BEM approach, 2003. (https://hal.science/hal-01008554)
POSTER - 3 documents
Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. A deep learning-based earthquake simulator: from source and geology to surface wavefields, 2024-04-14. (https://hal.science/hal-04534919)
Mouhammed Achhab, Emmanuelle Baudry, Didier Clouteau, R El Mesri, Amélie Fau, Hugo Gabrielidis, Filippo Gatti, Fabrice Gatuingt, Pierre-Etienne Gautier, Cédric Giry, Céline Hudelot, Pierre Jehel, Fernando Lopez-Caballero, É Massoulié, Gianluca Quercini, Emmanuel Vazquez, Frédéric Ragueneau, Stéphane Vialle. MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire, 2023-02-09. (https://hal.science/hal-03999654)
Antoine Benady, Fanny Lehmann, Afsal Pulikkathodi, Emmanuel Baranger, Ludovic Chamoin, Filippo Gatti, Didier Clouteau. Scientific machine learning and physics-augmented neural networks for hybrid digital twins, 2023. (https://hal.science/hal-04425617)
Article dans une revue - 45 documents
Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. 3D elastic wave propagation with a Factorized Fourier Neural Operator (F-FNO), 2024-02. (https://hal.science/hal-04381365)
Michail Korres, Fernando Lopez‐caballero, Vinicius Alves Fernandes, Filippo Gatti, Zentner Irmela, François Voldoire, Didier Clouteau, David Alejandro Castro Cruz. Enhanced seismic response prediction of critical structures via 3D regional scale physics-based earthquake simulation, 2023. (https://hal.science/hal-03424424)
Sara Touhami, Filippo Gatti, Fernando Lopez-Caballero, Régis Cottereau, Lúcio de Abreu Corrêa, Ludovic Aubry, Didier Clouteau. SEM3D: A 3D High-Fidelity Numerical Earthquake Simulator for Broadband (0-10 Hz) Seismic Response Prediction at a Regional Scale, 2022-03-02. (https://hal.science/hal-03593533)
Sara Touhami, Fernando Lopez-Caballero, Didier Clouteau. A holistic approach of numerical analysis of the geology effects on ground motion prediction : Argostoli site test, 2021-02. (https://hal.science/hal-03427394)
Filippo Gatti, Didier Clouteau. Towards blending Physics-Based numerical simulations and seismic databases using Generative Adversarial Network, 2020-12. (https://hal.science/hal-03149443)
Filippo Gatti, Fernando Lopez-Caballero, Roberto Paolucci, Didier Clouteau. Near-source effects and non-linear Site Response at Kashiwazaki-Kariwa Nuclear Power Plant, in the 2007 Chuetsu-Oki Earthquake: evidence from surface and downhole records and 1D numerical simulations, 2018. (https://hal.science/hal-01624887)
Filippo Gatti, Fernando Lopez-Caballero, Didier Clouteau, Roberto Paolucci. On the effect of the 3-D regional geology on the seismic design of critical structures: the case of the Kashiwazaki-Kariwa Nuclear Power Plant, 2018. (https://hal.science/hal-01691235)
F Gatti, Sara Touhami, Fernando Lopez‐caballero, D. Clouteau, V Alves Fernandes, M. Kham, F. Voldoire. Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach, 2018. (https://hal.science/hal-01859717)
Shahram Khazaie, Régis Cottereau, Didier Clouteau. Numerical observation of the equipartition regime in a 3D random elastic medium, and discussion of the limiting parameters, 2017. (https://hal.science/hal-01473195)
Angkeara Svay, Vincent Perron, Afifa Imtiaz, Zentner Irmela, Régis Cottereau, Didier Clouteau, Pierre Yves Bard, F. Hollender, Fernando Lopez-Caballero. Spatial coherency analysis of seismic ground motions from a rock site dense array implemented during the Kefalonia 2014 aftershock sequence, 2017. (https://hal.science/hal-01476656)
Shahram Khazaie, Régis Cottereau, Didier Clouteau. Influence of the spatial correlation structure of an elastic random medium on its scattering properties, 2016. (https://centralesupelec.hal.science/hal-01281405)
Ibrahim Baydoun, E. Savin, R. Cottereau, Didier Clouteau, J. Guilleminot. Kinetic modeling of multiple scattering of elastic waves in heterogeneous anisotropic media, 2014. (https://hal.science/hal-01083250)
Yves Le Guennec, Régis Cottereau, Didier Clouteau, Christian Soize. A coupling method for stochastic continuum models at diff erent scales, 2014. (https://hal.science/hal-00940047)
Didier Clouteau, Régis Cottereau. EASD review on advanced methods in structural dynamics, 2013. (https://hal.science/hal-00795003)
Didier Clouteau, Régis Cottereau, G. Lombaert. Dynamics of structures coupled with elastic media--A review of numerical models and methods, 2013. (https://hal.science/hal-00795002)
Didier Clouteau, D. Broc, G. Devésa, V. Guyonvarh, P. Massin. Calculation methods of Structure-Soil-Structure Interaction (3SI) for embedded buildings: Application to NUPEC tests, 2012-01-02. (https://centralesupelec.hal.science/hal-00814150)
Alex Nieto Ferro, Didier Clouteau, N. Greffet, G. Devésa. On a hybrid Laplace-time domain approach to dynamic interaction problems, 2012-01-02. (https://centralesupelec.hal.science/hal-00816869)
Régis Cottereau, Didier Clouteau, Hachmi Ben Dhia, Cédric Zaccardi. A stochastic - deterministic coupling method for continuum mechanics, 2011. (https://centralesupelec.hal.science/hal-00709540)
Dimitris Pitilakis, Didier Clouteau. Equivalent linear substructure approximation of soil-foundation-structure interaction: model presentation and validation, 2010-04-01. (https://centralesupelec.hal.science/hal-00751469)
G. Lombaert, Didier Clouteau. Elastodynamic wave scattering by finite-sized resonant scatterers at the surface of a horizontally layered halfspace, 2009-04-01. (https://centralesupelec.hal.science/hal-00751467)
Reza Taherzadeh, Didier Clouteau, Régis Cottereau. Simple forfulas for the dynamic stiffness of pile groups, 2009. (https://hal.science/hal-00396439)
Hamid Chebli, Didier Clouteau, L. Schmitt. Dynamic response of high-speed ballasted railway tracks: 3D periodic model and in situ measurements, 2008-02. (https://hal.science/hal-00273442)
Dimitris Pitilakis, Matt Dietz, David Muir Wood, Didier Clouteau, Arézou Modaressi. Numerical simulation of dynamic soil–structure interaction in shaking table testing, 2008. (https://hal.science/hal-00272492)
M. Arnst, Didier Clouteau, Marc Bonnet. Identification of non-parametric probabilistic models from measured transfer functions, 2008. (https://hal.science/hal-00169555v2)
R. Cottereau, Didier Clouteau, Christian Soize. Parametric and nonparametric models of the impedance matrix of a random medium, 2008. (https://hal.science/hal-00686299)
H. Chebli, Ramzi Othman, Didier Clouteau, M. Arnst, G. Degrande. 3D periodic BE-FE model for various transportation structures interacting with soil, 2008. (https://hal.science/hal-01004674)
R. Cottereau, Didier Clouteau, Christian Soize. Probabilistic impedance of foundation: Impact of the seismic design on uncertain soils, 2008. (https://hal.science/hal-00685116)
M. Schevenels, G. Lombaert, G. Degrande, Didier Clouteau. The wave propagation in a beam on a random elastic foundation, 2007. (https://hal.science/hal-00273448)
S. Gupta, Mfm Hussein, G. Degrande, Hem Hunt, Didier Clouteau. A comparison of two numerical models for the prediction of vibrations from underground railway traffic, 2007. (https://hal.science/hal-00273460)
R. Cottereau, Didier Clouteau, Christian Soize. Construction of a probabilistic model for impedance matrices, 2007. (https://hal.science/hal-00686151)
Maarten Arnst, Didier Clouteau, Hamid Chebli, Ramzi Othman, Geert Degrande. A non-parametric probabilistic model for ground-borne vibrations in buildings, 2006. (https://hal.science/hal-01004917)
Hamid Chebli, Ramzi Othman, Didier Clouteau. Response of periodic structures due to moving loads, 2006. (https://hal.science/hal-01007256)
G. Lombaert, Didier Clouteau. Resonant multiple wave scattering in the seismic response of a city, 2006. (https://hal.science/hal-00115015)
Geert Degrande, Didier Clouteau, Ramzi Othman, Marteen Arnst, Hamdi Chebli, Ralf Klein, Pranesh K Chatterjee, B. Janssens. A numerical model for ground-borne vibrations from underground railway traffic based on a periodic finite element-boundary element formulation, 2006. (https://hal.science/hal-01004923)
R. Cottereau, Didier Clouteau, Christian Soize, S. Cambier. Probabilistic nonparametric model of impedance matrices. Application to the seismic design of a structure, 2006. (https://hal.science/hal-00686296)
Didier Clouteau, Maarten Arnst, Tahmeed M. Al-Hussaini, G. Degrande. Freefield vibrations due to dynamic loading on a tunnel embedded in a stratified medium., 2005. (https://hal.science/hal-00018946)
L. Pyl, Didier Clouteau, G. Degrande. Validation of a source-receiver model for road traffic-induced vibrations in buildings. II: Receiver model., 2004. (https://hal.science/hal-00018941)
L. Pyl, Didier Clouteau, G. Degrande. A weakly singular boundary integral equation in elastodynamics for heterogeneous domains mitigating fictitious eigenfrequencies, 2004. (https://hal.science/hal-00273474)
G. Lombaert, G. Degrande, Didier Clouteau. The non-stationary freefield response for a moving load with a random amplitude., 2004. (https://hal.science/hal-00018935)
Didier Clouteau, Georges Devesa. Décollement des fondations sous séisme : méthodes temporelles et temps/fréquence, 2002. (https://hal.science/hal-03685216)
Eric Savin, Didier Clouteau. Elastic wave propagation in a 3-D unbounded random heterogeneous medium coupled with a bounded medium. Application to seismic soil-structure interaction (SSSI), 2002. (https://hal.science/hal-00273477)
Pré-publication, Document de travail - 2 documents
Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. Fourier Neural Operator Surrogate Model to Predict 3D Seismic Waves Propagation, 2023-10-20. (https://hal.science/hal-04252336)
F Gatti, Sara Touhami, Fernando Lopez-Caballero, Roberto Paolucci, D. Clouteau, Vinicius Alves Fernandes, M. Kham, F. Voldoire. Broad-band 3-D earthquake simulation at nuclear site by an all-embracing source-to-structure approach, 2018-08-23. (https://hal.science/hal-01860115)
PROCEEDINGS - 2 documents
Fanny Lehmann, Filippo Gatti, Michaël Bertin, Didier Clouteau. Advantages and promises of deep neural operators for the prediction of wave propagation, 2023-05-15. (https://hal.science/hal-04253679)
Gottfried Jacquet, Didier Clouteau, Filippo Gatti. Hybrid generation based on machine learning to enhance numerical simulation for earthquake, 2023-05-15. (https://hal.science/hal-04253676)
Autre publication - 1 document
R. Cottereau, D. Clouteau, Christian Soize. A coupling method for stochastic continuum models at different scales, 2012-12-06. (https://hal.science/hal-00826087)
