R. Douvenot, V. Fabbro, C. Bourlier, J. Saillard, H. Essen et al., Retrieve the evaporation duct height by least-squares support vector machine algorithm, Journal of Applied Remote Sensing, vol.3, p.33503, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01174772

R. Douvenot and V. Fabbro, On the knowledge of radar coverage at sea using real time refractivity from clutter, IET Radar, Sonar and Navigation, vol.4, pp.293-301, 2010.
URL : https://hal.archives-ouvertes.fr/hal-01174634

R. Douvenot, V. Fabbro, P. Gerstoft, C. Bourlier, and J. Saillard, Real time refractivity from clutter using a best fit approach improved with physical information, Radio Science, vol.45, pp.1-13, 1007.

R. Douvenot, M. Lambert, and D. Lesselier, Adaptive metamodels for crack characterization in eddy-current testing, IEEE Transactions on Magnetics, vol.47, pp.746-755, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00583923

R. Douvenot, V. Fabbro, and K. Elis, Parameter-based rules for the definition of detectable ducts for an RFC system, IEEE Transactions on Antennas and Propagation, vol.62, pp.5696-5705, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01066817

L. Claudepierre, R. Douvenot, A. Chabory, and C. Morlaas, Assessment of the shadowing effect between windturbines at VOR and radar frequencies, Forum for Electromagnetic Research Methods and Application Technologies (FERMAT), vol.13, p.6, 2016.

H. Zhou, A. Chabory, and R. Douvenot, A 3-D split-step Fourier algorithm based on a discrete spectral representation of the propagation equation, IEEE Transactions on Antennas and Propagation, vol.65, issue.4, p.17, 1988.
URL : https://hal.archives-ouvertes.fr/hal-01471666

L. Claudepierre, R. Douvenot, A. Chabory, and C. Morlaas, A deterministic VOR error modelling method-Application to wind turbines, IEEE Transactions on Aerospace and Electronic Systems, vol.53, pp.247-257, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01374097

;. Conférences, V. Douvenot, C. Fabbro, J. Bourlier, and . Saillard, Radar coverage prediction over ocean : Duct mapping using least squares support vector machines, First European Conference on Antennas and Propagation, pp.1-6, 2006.

R. Douvenot, V. Fabbro, C. Bourlier, J. Saillard, and Y. Hurtaud, Refractivity from clutter : comparison between genetic algorithm and support vector machine methods, 2006.

R. Douvenot, V. Fabbro, H. Fuchs, H. Essen, C. Bourlier et al., Retrieving evaporation duct heights from measured propagation factors, 2007 IET International Conference on Radar Systems, pp.1-5, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01174622

R. Douvenot, V. Fabbro, C. Bourlier, J. Saillard, H. Fuchs et al., Determination of evaporation duct heights by an inverse method, Proc. SPIE, vol.67470, pp.1-6, 2007.

H. Essen, H. Fuchs, A. Pagels, S. Stanko, J. Förster et al., Assessment of millimeterwave propagation over sea by experiment and simulation, The Second European Conference on Antennas and Propagation, pp.1-4, 2007.

R. Douvenot, V. Fabbro, C. Bourlier, and J. Saillard, Inverse methods for refractivity from clutter, 2008 International Conference on Radar, pp.488-491, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01174627

R. Douvenot, V. Fabbro, C. Bourlier, J. Saillard, H. Fuchs et al., Refractivity from clutter applied on VAMPIRA and Wallops'98 data, 2008 International Conference on Radar, pp.482-487, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01174630

R. Douvenot, V. Fabbro, C. Bourlier, and J. Saillard, A real-time RFC system for radar coverage prediction, International Radar Conference-Surveillance for a Safer World, pp.1-4, 2009.
URL : https://hal.archives-ouvertes.fr/hal-01174767

R. Douvenot, M. Lambert, and D. Lesselier, Bases de données séquentielles et méthodes inverses appliquées au CND par courants de Foucault, pp.161-162, 2009.

R. Douvenot, M. Lambert, and D. Lesselier, Utilisation de méthodes d'optimisation appliquées au contrôle non destructif, workshop Optimeo, 2009.

R. Douvenot, M. Lambert, and D. Lesselier, Particle optimization with metamodel for crack characterization, 2010 URSI International Symposium on Electromagnetic Theory (EMTS), pp.887-890, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00490009

R. Douvenot, M. Lambert, and D. Lesselier, Optimisation particulaire par métamodèle appliquée au CND par courants de Foucault, Réunionpleinì ere Interférences d'Ondes du GDR Ondes, 2011.

R. Douvenot, M. Lambert, and D. Lesselier, Metamodels as input of an optimization algorithm for solving an inverse eddy current testing problem, Studies in Applied Electromagnetics and Mechanics, pp.71-78, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00617527

R. Douvenot, A. Chabory, C. Morlaas, and B. Souny, Matrix split-step resolution for propagation based on an exact spectral formulation, ICEAA, (Cape Town), pp.1-4, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01022310

A. Chabory, C. Morlaas, R. Douvenot, and B. Souny, An exact spectral representation of the wave equation for propagation over a terrain, ICEAA, pp.1-4, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01022309

A. Chabory, C. Morlaas, R. Douvenot, and B. Souny, Reduction of the sensor number in distributed vector-antennas for 3D direction finding, Antem, pp.1-5, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01022311

R. Douvenot, C. Morlaas, and A. Chabory, A theoretical study of the boundary conditions for parabolic equation, APWC, (Torino), pp.1-4, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01073324

A. Chabory, C. Morlaas, and R. Douvenot, An exact vectorial spectral representation of the wave equation for propagation over a terrain in 3D, APWC, (Torino), pp.1-4, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01073343

R. Douvenot, V. Fabbro, and Y. Hurtaud, The detectable double atmospheric ducts for RFC, IEEE Antenna and Propagation Society International Symposium, pp.1116-1617, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01073317

L. Claudepierre, R. Douvenot, and C. Morlaas, A simple and accurate electromagnetic model of a windturbine blade at radar frequency, ICEAA, pp.253-256, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01073356

R. Douvenot, V. Fabbro, K. Elis, and Y. Hurtaud, Comparison of metrics for clutter data comparison, European Conference on Antennas and Propagation (EuCAP), pp.1-4, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01276129

H. Zhou, R. Douvenot, and A. Chabory, Propagation 3D par méthode spectrale pour la prédiction de la couverture de systèmes radar, ENVIREM, 2015.

A. Chabory, C. Morlaas, and R. Douvenot, Influence d'obstacles proches sur les radars de l'aviation civile, ENVIREM, 2015.

L. Claudepierre, R. Douvenot, A. Chabory, and C. Morlaas, Assessment of the shadowing effect between windturbines, European Conference on Antennas and Propagation (EuCAP), pp.1-4, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01275934

L. Claudepierre, R. Douvenot, A. Chabory, and C. Morlaas, Influence of the lightning protection of blades on the field scattered by a windturbine, 9th European Conference on Antennas and Propagation (EuCAP), pp.1-5, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01275918

L. Claudepierre, R. Douvenot, A. Chabory, and C. Morlaas, A method for computing the VOR multipath error-comparisons with in-flight measurements, European Conference on Antennas and Propagation (EuCAP), pp.1-5, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01331140

H. Zhou, A. Chabory, and R. Douvenot, Comparisons of discrete and continuous propagators for the modelling of low tropospheric propagation, European Conference on Antennas and Propagation, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01527004

H. Zhou, A. Chabory, and R. Douvenot, Comparaison des propagateurs discret et continu pour la propagation dans la basse troposphère, Journées Nationales Microondes, 2017.

H. Zhou, R. Douvenot, and A. Chabory, Comparison of N x 2D and 3D split-step Fourier methods in realistic 3D ducting conditions, 2017 International Applied Computational Electromagnetics Society Symposium (ACES), pp.1-2, 2017.

R. Douvenot, L. Claudepierre, A. Chabory, and C. Morlaas, Probabilistic VOR error due to several scatterers-Application to wind farms, European Conference on Antennas and Propagation (EuCAP), 2017.
URL : https://hal.archives-ouvertes.fr/hal-01527006

R. Douvenot, A. Chabory, and S. Rougerie, Modelling the radiowave propagation with a split-step wavelet method for radio occultation, MIKON-International Conference on Microwaves, Radar, and Wireless Communications, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01839331

S. Ben-hassine, A. Chabory, C. Morlaas, and R. Douvenot, VOR times series for an aircraft trajectory in the presence of windturbines, MIKON-International Conference on Microwaves, Radar, and Wireless Communications, 2018.

, Rapports et travaux encadrés

R. Douvenot, ;. Fabbro, C. Bourlier, and J. Saillard, Estimation des Variations de l'Indice de Réfraction par Inversion desÉchos des´desÉchos Radar de Mer. ApplicationàApplicationà la Prédiction de la Couverture des Systèmes Systèmes´SystèmesÉlectromagnétiques Embarqués sur Navire, 2008.

R. Douvenot, Mesure de défauts par inversion de données mesurées par méthode des courants de Foucault, Laboratoire des Signaux et Systèmes, vol.2, 2010.

L. Claudepierre, SimulateurÉlectromagnétiqueSimulateur´SimulateurÉlectromagnétique d'Erreur VOR par Méthodes Déterministes : Application aux ParcsÉoliensParcs´ParcsÉoliens, Thèse de doctorat dirigée par C. Morlaas Courties et R. Douvenot, 2015.

R. Douvenot, Definition of the retrievable ducts and analysis of an appropriate distance for Refractivity From Clutter, 2015.

. La-vitesse-actuelle-de-la-particule,

, la meilleure solution visitée par la particule

, Il existe ensuite deux versions principales de l'algorithme suivant les directions prises par les particulesàparticulesà chaque itération : lapremì ere permet de converger rapidement vers une solution qui peutêtrepeutêtre locale (mise en avant du critère 4). La seconde, un peu plus longue, favorise l'exploration avec pour résultat une convergence plus lente mais moins de chances de converger vers un minimum local (mise en avant du critère 3). L'originalité du PSO tient dans l'´ echange d'information entre les particules

, Cet algorithme présente a priori les mêmes points forts et points faibles que le GA, mais avec les avantages de présenter de nombreuses versions et d'? etre aisément implémentable

&. Partenariats-locaux-l'enac and . Isae, ONERA montent actuellement une fédération de recherche. Dans ce cadre, les partenariats avec l'ISAE et l'ONERA sont assez largement favorisés. J'ai ainsi prévu un partenariat avec l'ISAE sous forme d'une thèse en co-encadrement avec Y. Diouane. De plus, ce contexte peutêtrepeutêtre l'occasion de retravailler avec V

, Partenariats internationaux En modélisation de la propagation, un rapprochement récent avec Funda Akleman de l'Université d'Istanbul a ´ eté opéré

, Nous avons déposé en 2017 un dossier commun pour une bourse Chateaubriand. Son doctorant Swagato Mukherjee devait passer 6 mois sous ma directionàdirectionà l'ENAC. Le dossier n'a pasétépasété retenu mais cette initiative a permis d'identifier des thématiques sur lesquelles nous pourront travailler ensemble prochainement

, Ses applications en acoustique [9, 10] sont nombreuses. Elle est aussi utilisée en mécanique quantique pour résoudre l'´ equation de Schrödinger [87, 88] décrivant l'´ evolution dans le temps d'une particule massive non relativiste. Il me semble important de voir ce que la méthode SSW peut apporter dans ces domaines. Un rapprochement avec le monde acoustique semble d'autant plus important que je m'intéresse aux milieux turbulents, Ouvertures thématiques L'´ equation parabolique est une méthode de modélisation qui n'est pas restreintè a l'´ electromagnétisme

E. Aguirre, C. Jacqmot, E. Milgrom, B. Raucent, A. Soucisse et al., Devenir ingénieur par apprentissage actif, 2001.

C. H. Crouch and E. Mazur, Peer instruction : Ten years of experience and results, American Journal of Physics, vol.69, pp.970-977, 2001.

J. B. Keller, Geometrical theory of diffraction, Journal of the Optical Society of America, vol.32, pp.116-130, 1962.

R. G. Kouyoumjian and P. H. Pathak, A uniform geometrical theory of diffraction for an edge in a perfectly conducting surface, Proceedings of the IEEE, vol.62, pp.1448-1461, 1974.

L. B. Felsen and N. Marcuvitz, Radiation and Scattering of Waves, 2003.

R. H. Hardin and F. D. Tappert, Applications of the split-step Fourier method to the numerical solution of nonlinear and variable coefficient wave equations, SIAM Review, vol.15, pp.423-429, 1973.

D. G. Dockery and J. R. Kuttler, An improved impedance-boundary algorithm for Fourier split-step solutions of the parabolic wave equation, IEEE Transactions on Antennas and Propagation, vol.44, pp.1592-1599, 1996.

M. Levy, Parabolic Equation Methods for Electromagnetic Wave Propagation, ser. IEE electromagnetic waves 45, IET, 2000.

Y. Lin, J. M. Collis, and T. F. Duda, A three-dimensional parabolic equation model of sound propagation using higher-order operator splitting and Padé approximants, Journal of the Acoustical Society of America, vol.132, pp.364-370, 2012.

D. J. Thomson and N. R. Chapman, A wide-angle split-step algorithm for the parabolic equation, The Journal of the Acoustical Society of America, vol.74, pp.1848-1854, 1983.

F. B. Jensen, W. A. Kuperman, M. B. Porter, and H. Schmidt, ser. Modern Acoustics and Signal Processing, 2011.

M. A. Leontovich and V. A. Fock, Solution of propagation of electromagnetic waves along the Earth's surface by the method of parabolic equations, Journal of PhysicsURSS, vol.10, pp.13-23, 1946.

J. R. Kuttler and D. G. Dockery, Theoretical description of the parabolic approximation/Fourier split-step method of representing electromagnetic propagation in the troposphere, Radio Science, vol.26, pp.381-393, 1991.

A. E. Barrios, A terrain parabolic equation model for propagation in the troposphere, IEEE Transactions on Antennas and Propagation, vol.42, pp.90-98, 1994.

R. Janaswamy, A curvilinear coordinate-based split-step parabolic equation method for propagation predictions over terrain, IEEE Transactions on Antennas and Propagation, vol.46, pp.1089-1097, 1998.

D. J. Donohue and J. R. Kuttler, Propagation modeling over terrain using the parabolic wave equation, IEEE Transactions on Antennas and Propagation, vol.48, pp.260-277, 2000.

W. C. Chew, Electromagnetic theory on a lattice, Journal of Applied Physics, vol.75, pp.4843-4850, 1994.

A. Chabory, B. De-hon, A. Tijhuis, and W. Schilders, Fast transform based preconditioners for 2D finite-difference frequency-domain : Waveguides and periodic structures, Journal of Computational Physics, vol.227, pp.7755-7767, 2008.
URL : https://hal.archives-ouvertes.fr/hal-01021585

T. Huckle, Fast transforms for tridiagonal linear equations, BIT Numerical Mathematics, vol.34, pp.99-112, 1994.

G. A. Deschamps, Gaussian beam as a bundle of complex rays, Electronics Letters, vol.7, pp.684-685, 1971.

S. Mallat, A Wavelet Tour of Signal Processing, 1999.

, A theory for multiresolution signal decomposition : the wavelet representation, IEEE transactions on pattern analysis and machine intelligence, vol.11, pp.674-693, 1989.

M. Frigo and S. G. Johnson, The design and implementation of FFTW3, Proceedings of the IEEE, vol.93, pp.216-231, 2005.

B. Spitz, ILS simulation for flight inspection, International Flight Inspection Symposium, 2014.

, Reference standard atmospheres, 2017.

E. R. Kursinski, G. A. Hajj, J. T. Schofield, R. P. Linfield, and K. R. Hardy, Observing Earth's atmosphere with radio occultation measurements using the Global Positioning System, Journal of Geophysical Research, vol.102, pp.23-429, 1997.

S. Odunaiya and D. Quinet, Calculations and analysis of signal processing by various navigation receivers architectures, The 23rd Digital Avionics Systems Conference, DASC 04, vol.1, pp.1-1, 2004.

S. W. Lee and R. Mittra, Fourier transform of a polygonal shape function and its application in electromagnetics, IEEE Transactions on Antennas and Propagation, vol.31, pp.99-103, 1983.

S. Laybros, H. J. Mametsa, P. Combes, and P. N'guyen, Unified asymptotic methods formulations for the shooting and bouncing ray technique, International Conference on Electromagnetics in Advanced Applications, pp.1-3, 2003.

J. Song, C. Lu, and W. C. Chew, Multilevel fast multipole algorithm for electromagnetic scattering by large complex objects, IEEE Transactions on Antennas and Propagation, vol.45, p.107, 1997.

A. Tarantola, Inverse Problem Theory and Methods for Model Parameter Estimation, 2005.

J. Hadamard, Sur lesprobì emes aux dérivées partielles et leur signification physique, Princeton University Bulletin, vol.13, pp.9-52, 1901.

W. Loh, On Latin hypercube sampling, Annals of Statistics, vol.24, pp.2058-2080, 1996.

V. Vapnik and A. Lerner, Pattern recognition using generalized portrait method, Automation and Remote Control, vol.25, pp.821-827, 1963.

V. Vapnik, The Nature of Statistical Learning Theory, 1995.

A. J. Smola and B. Schölkopf, A tutorial on support vector regression, Royal Holloway Coll., Tech. Rep, 2003.

J. Mercer, Functions of positive and negative type and their connection with the theory of integral equations, Philosophical Transactions of the Royal Society of London, Series A : Mathematical, Physical and Engineering Sciences, vol.209, pp.415-446, 1909.

A. Argyriou, T. Evgeniou, and M. Pontil, Convex multi-task feature learning, Machine Learning Journal, vol.73, pp.243-272, 2008.

C. Touzet, Les Réseaux de Neurones Artificiels

S. Mallat, Understanding deep convolutional networks, Philosophical Transactions of the Royal Society of London, Series A : Mathematical, Physical and Engineering Sciences, vol.374, pp.1-16, 2016.

H. Papadopoulos, K. Proedrou, V. Vovk, and A. Gammerman, Inductive confidence machines for regression, 13th European Conference on Machine Learning, pp.345-356, 2002.

I. Nouretdinov, T. Melluish, and V. Vovk, Ridge regression confidence machine, 18th International Conference on Machine Learning, 2001.

A. Fraser and D. Burnell, Computer Models in Genetics, 1970.

P. Gerstoft, L. T. Rogers, J. L. Krolik, and W. S. Hodgkiss, Inversion for refractivity parameters from radar sea clutter, Radio Science, vol.38, pp.8053-8074, 2003.

J. Kennedy and R. Eberhart, Particle swarm optimization, IEEE International Conference on Neural Networks, pp.1942-1948, 1995.

M. Clerc, Particle Swarm Optimization. London : ISTE, 2006.
URL : https://hal.archives-ouvertes.fr/hal-01155162

H. Jeske, Modern Topics in Microwave Propagation and Air-Sea Interaction. Dordrecht, Netherlands : D. Reidel, 1973, ch. State and limits of prediction methods for radar wave propagation conditions over the sea, pp.130-148

S. M. Babin, G. S. Young, and J. A. Carton, A new model of the oceanic evaporation duct, Journal of Applied Meteorology, vol.36, pp.193-204, 1997.

Y. Hurtaud, C. Cochin, J. Claverie, and M. A¨?donidisa¨?donidis, Characterization of the maritime environment for systems performances assessments and for decision aid products in RF and EO wavebands, Journées SEE OCOSS 2010, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00511904

G. Lefurjah, R. Marshall, T. Casey, T. Haack, and D. Boyer, Synthesis of mesoscale numerical weather prediction and empirical site-specific radar clutter models, IET Radar, Sonar and Navigation, vol.4, pp.747-754, 2010.

K. D. Anderson, Inference of refractivity profiles by satellite-to-ground RF measurements, Radio Science, vol.17, pp.653-663, 1982.

B. Wang, Z. Wu, Z. Zhao, and H. Wang, A passive technique to monitor evaporation duct height using coastal GNSS-R, IEEE Geoscience and Remote Sensing Letters, vol.8, 2011.

R. J. Watson and C. J. Coleman, The use of signals of opportunity for the measurement of atmospheric refractivity, European Conference on Antennas and Propagation (EuCAP), 2010.

L. T. Rogers, C. P. Hattan, and J. K. Stapleton, Estimating evaporation duct heights from radar sea echo, Radio Science, vol.35, pp.955-966, 2000.

A. Karimian, C. Yardim, P. Gerstoft, W. Hodgkiss, and A. Barrios, Refractivity estimation from sea clutter : An invited review, Radio Science, vol.46, p.6013, 2011.

D. E. Kerr, Propagation of Short Radio Waves, rev, ser. Electromagnetic Waves. London : IEE, 1951.

C. L. Pekeris, Accuracy of the earth-flattening approximation in the theory of microwave propagation, Physical Review, vol.70, pp.519-522, 1946.

D. Barrick, Grazing behavior of scatter and propagation above any rough surface, IEEE Transactions on Antennas and Propagation, vol.46, pp.73-83, 1998.

V. Tatarskii and M. I. Charnotskii, On the universal behavior of scattering from a rough surface for small grazing angles, IEEE Transactions on Antennas and Propagation, vol.46, pp.67-72, 1998.

M. M. Horst, F. B. Dyer, and T. M. , Radar sea clutter model, International Conference on Antennas and Propagation, pp.6-10, 1978.

X. Zhao and S. Huang, Estimation of atmospheric duct structure using radar sea clutter, Journal of the Atmospheric Sciences, vol.69, pp.2808-2818, 2012.

C. Yardim, P. Gerstoft, and W. Hodgkiss, Tracking refractivity from clutter using Kalman and particle filters, IEEE Transactions on Antennas and Propagation, vol.56, pp.1058-1070, 2008.

J. K. Stapleton, V. R. Wiss, and R. E. Marshall, Measured anomalous radar propagation and ocean backscatter in the Virginia coastal region, 31st International Conference on Radar Meteorology, 2003.

C. Yardim, P. Gerstoft, and W. Hodgkiss, Statistical maritime radar duct estimation using a hybrid genetic algorithm-Markov chain Monte Carlo method, Radio Science, vol.42, p.3014, 2007.

X. Zhao, S. Huang, and H. Du, Theoretical analysis and numerical experiments of variational adjoint approach for refractivity estimation, Radio Science, vol.46, p.1006, 2011.

J. A. Suykens, T. Van-gestel, J. De, B. Brabanter, J. De-moor et al., Least Squares Support Vector Machines, 2002.

H. Heemskerk, VAMPIRA RF propagation measurement and model validation, Eur. Conference on Propagation and Systems, 2005.

M. Deza and E. Deza, Dictionary of Distances, 2006.

S. Kullback, Information Theory and Statistics, 1959.

M. A. Ritchie, A. Charlish, K. Woodbridge, and A. Stove, Use of the KullbackLeibler divergence in estimating clutter distributions, IEEE Radar Conference, pp.751-756, 2011.

R. D. Palkki, A. Lanterman, and W. Blair, Addressing track hypothesis coalescence in sequential K-best multiple hypothesis tracking, IEEE Transactions on Aerospace and Electronic Systems, vol.47, pp.1551-1563, 2011.

J. R. Bowler, S. A. Jenkins, S. L. , and S. H. , Eddy-current probe impedance due to volumetric flaw, Journal of Applied Physics, vol.75, pp.8128-8137, 1991.

A. Skarlatos, G. Pichenot, D. Lesselier, M. Lambert, and B. Duchêne, Electromagnetic modeling of a damaged ferromagnetic metal tube by a volume integral equation formulation, IEEE Transactions on Magnetics, vol.44, pp.623-632, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00365643

, Contrôle par courants de Foucault avec CIVA," accessed the 18th of, 2018.

D. P. Kroese, T. Taimre, and Z. I. Botev, Handbook of Monte Carlo Methods, 2011.

G. Franceschini, M. Lambert, and D. Lesselier, Adaptive database for eddy-current testing in metal tubes, 8th International Symposium on Electric and Magnetic Fields, pp.1-2, 2009.

, Generation of adaptive database-results synthesis, Laboratoire des Signaux et Systèmes, Tech. Rep, 2009.

M. Rivara, Mesh refinement processes based on the generalized bisection of simplices, SIAM Journal on Numerical Analysis, vol.21, pp.604-613, 1984.

R. R. Barton, Simulation metamodels, Proceedings of the 1998 Winter Simulation Conference, pp.167-174, 1998.

F. L. Bookstein, Principal warps : Thin Plate Splines and the decomposition of deformations, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.11, pp.567-585, 1989.

R. R. Barton, Simulation optimization using metamodels, Proceedings of the 2009 Winter Simulation Conference, pp.230-238, 2009.

J. Bruna and S. Mallat, Invariant scattering convolution networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.35, pp.1872-1886, 2013.

G. Chavent, Identification of function parameters in partial differential equations, Joint Automatic Control Conference, 1974.

S. V. Sokolovskiy, C. Rocken, D. H. Lenschow, Y. Kuo, R. A. Anthes et al., Observing the moist troposphere with radio occultation signals from COSMIC, Geophysical Research Letters, vol.34, pp.1-6, 2007.

Z. E. Ahdab and F. Akleman, Groundwave propagation in a nonhomogeneous atmosphere : Prediction using 3D parabolic equation, International Applied Computational Electromagnetics Society Symposium, pp.1-2, 2017.

T. R. Taha and X. J. Xu, Parallel split-step Fourier methods for the coupled nonlinear Schrödinger type equations, The Journal of Supercomputing, vol.32, pp.5-23, 2005.

Y. L. Bogomolov and A. D. Yunakovsky, Split-step Fourier method for nonlinear Schrödinger equation, pp.34-42, 2006.