C. T. Barnett, Theoretical modelling of the magnetic and gravitational elds of an arbitrarily shaped Three-Dimensional body : Geophysics, pp.41-13531364, 1976.

B. K. Bhattacharyya, MAGNETIC ANOMALIES DUE TO PRISM???SHAPED BODIES WITH ARBITRARY POLARIZATION, GEOPHYSICS, vol.29, issue.4, p.633649, 1964.
DOI : 10.1190/1.1439386

B. K. Bhattacharyya and M. E. Navolio, A Fast Fourier Transform method for rapid computation of gravity and magnetic anomalies due to arbitratry bodies : Geophysical Prospecting, p.633649, 1976.

J. R. Blakely, Potential theory in gravity & magnetic applications, 1996.
DOI : 10.1017/CBO9780511549816

M. H. Bott, Two methods applicable to computers for evaluating magnetic anomalies due to nite three dimensional bodies : Geophysical Prospecting, p.299, 1963.

Y. Chai, J. Hinze, and W. , Gravity inversion of an interface above which the density contrast varies exponentially with depth, GEOPHYSICS, vol.53, issue.6, p.837845, 1988.
DOI : 10.1190/1.1442518

S. Conreaux, Modélisation de 3-variétés à base topologique : application à la géologie, 2001.

T. Frank, A. Tertois, and J. Mallet, 3D-reconstruction of complex geological interfaces from irregularly distributed and noisy point data, Computers & Geosciences, vol.33, issue.7, p.932943, 2007.
DOI : 10.1016/j.cageo.2006.11.014

J. García-abdeslem, Gravitational attraction of a rectangular prism with depthdependent density : Geophysics, p.470473, 1992.

H. Götze and B. Lahmeyer, Application of three???dimensional interactive modeling in gravity and magnetics, GEOPHYSICS, vol.53, issue.8, 1988.
DOI : 10.1190/1.1442546

R. O. Hansen and X. Wang, Simplied frequency-domain expressions for potential elds of arbitrary three-dimensional bodies : Geophysics, p.365374, 1988.

H. Holstein, Gravimagnetic anomaly formulas for polyhedra of spatially linear media, GEOPHYSICS, vol.22, issue.1, p.157167, 2003.
DOI : 10.1190/1.1444745

H. Holstein and B. Ketteridge, Gravimetric analysis of uniform polyhedra, GEOPHYSICS, vol.61, issue.2, pp.61-357364, 1996.
DOI : 10.1190/1.1443964

H. Holstein, P. Schurholz, J. Starr, A. , and M. Chakraborty, Comparison of gravimetric formulas for uniform polyhedra, GEOPHYSICS, vol.64, issue.5, p.14381446, 1999.
DOI : 10.1111/j.1365-2478.1990.tb01849.x

M. K. Hubbert, A line-integral method of computing the gravimetric eects of two-dimensional masses : Geophysics, p.215225, 1948.

K. Afnimar, K. Koketsu, and . Nakagawa, Joint inversion of refraction and gravity data for the three-dimensional topography of a sediment-basement interface, Geophysical Journal International, vol.55, issue.1, p.243254, 2002.
DOI : 10.1111/j.1365-246X.1992.tb00836.x

O. Babak and C. Deutsch, Collocated Cokriging Based on Merged Secondary Attributes, Mathematical Geosciences, vol.13, issue.8, pp.921926-921936, 2009.
DOI : 10.1007/s11004-008-9192-2

V. C. Barbosa, J. B. Silva, and W. E. Medeiros, Practical applications of uniqueness theorems in gravimetry : Part IIpragmatic incorporation of concrete geologic information : Geophysics, p.795800, 2002.

G. K. Belleeur and M. Allard, A new look at the geological framework of the Central Noranda camp, Qué from industry high-resolution seismic proles : Geological Survey of Canada Current Research, pp.5-9, 2007.

H. Bertete-aguirre, E. Cherkaev, and M. Oristaglio, Non-smooth gravity problem with total variation penalization functional, Geophysical Journal International, vol.60, issue.2, p.499507, 2002.
DOI : 10.1137/0917016

R. J. Blakely, Potential theory in gravity and magnetic applications, 1995.
DOI : 10.1017/CBO9780511549816

M. Bosch, Lithologic tomography: From plural geophysical data to lithology estimation, Journal of Geophysical Research: Solid Earth, vol.74, issue.B10, p.749766, 1999.
DOI : 10.1029/JB074i012p03171

M. Bosch, L. Cara, J. Rodrigues, A. Navarro, and M. Díaz, A Monte Carlo approach to the joint estimation of reservoir and elastic parameters from seismic amplitudes, GEOPHYSICS, vol.22, issue.6, pp.29-39, 2007.
DOI : 10.1190/1.1438217

M. Bosch and J. Mcgaughey, Joint inversion of gravity and magnetic data under lithologic constraints, The Leading Edge, vol.20, issue.8, p.877881, 2001.
DOI : 10.1190/1.1487299

M. Bosch, R. Meza, R. Jiménez, and A. Hönig, Joint gravity and magnetic inversion in 3D using Monte Carlo methods, GEOPHYSICS, vol.71, issue.4, 2006.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

P. Chasseriau and M. Chouteau, 3D gravity inversion using a model of parameter covariance, Journal of Applied Geophysics, vol.52, issue.1, p.74, 2003.
DOI : 10.1016/S0926-9851(02)00240-9

J. Chilés and P. Delner, Geostatistics, Modeling Spatial Uncertainty, 1999.

N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Teller, Equation of state calculations by fast computing machines, Journal of Chemical Physics, vol.21, p.10871092, 1953.

N. Metropolis and S. Ulam, The Monte Carlo Method, Journal of the American Statistical Association, vol.44, issue.247, p.335341, 1949.
DOI : 10.1080/01621459.1949.10483310

K. Mosegaard and M. Sambridge, Monte Carlo analysis of inverse problems, Inverse Problems, vol.18, issue.3, pp.29-54, 2002.
DOI : 10.1088/0266-5611/18/3/201

K. Mosegaard and A. Tarantola, Monte Carlo sampling of solutions to inverse problems, Journal of Geophysical Research: Solid Earth, vol.10, issue.6, p.1243112447, 1995.
DOI : 10.1029/RG010i001p00251

S. Paradis, J. Ludden, and L. Gélinas, Evidence for contrasting compositional spectra in comagmatic intrusive and extrusive rocks of the late Archean Blake River Group, Abitibi, Quebec, Canadian Journal of Earth Sciences, vol.25, issue.1, p.134144, 1988.
DOI : 10.1139/e88-013

E. Pardo-igùzquiza and M. Chica-olmo, The Fourier Integral Method : An ecient spectral method for simulation of random elds, Mathematical Geology, vol.25, issue.2, pp.177217-177227, 1993.

O. Portniaguine and M. S. Zhdanov, Focusing geophysical inversion images, GEOPHYSICS, vol.64, issue.3, p.15321541, 1999.
DOI : 10.1029/96RS00719

N. Remy, A. Shtuka, B. Levy, and J. Caers, GSTL: the geostatistical template library in C++, Computers & Geosciences, vol.28, issue.8, pp.971-979, 2002.
DOI : 10.1016/S0098-3004(02)00021-3

M. Sambridge and K. Mosegaard, Monte Carlo methods in geophysical inverse problems, Reviews of Geophysics, vol.85, issue.2, p.129, 2002.
DOI : 10.1029/94GL03345

E. Seneta, Non-Negative matrices and Markov Chains, 1982.
DOI : 10.1007/0-387-32792-4

J. B. Silva and V. C. Barbosa, Interactive gravity inversion, 2006.

J. B. Silva, W. E. Medeiros, and V. C. Barbosa, Practical applications of uniqueness theorems in gravimetry: Part I???Constructing sound interpretation methods, GEOPHYSICS, vol.45, issue.3, p.788794, 2002.
DOI : 10.1111/j.1365-2478.1970.tb02092.x

S. Strebelle and J. A. , Reservoir Modeling Using Multiple-Point Statistics, SPE Annual Technical Conference and Exhibition, 2001.
DOI : 10.2118/71324-MS

A. Tarantola, Inverse Problem Theory and Methods for Model Parameter Estimation : Society for Industrial and Spplied Mathematics Bayes and the inverse problem, Nature Physics, vol.2, p.492494, 2005.
DOI : 10.1137/1.9780898717921

A. Tarantola and B. Valette, Generalized nonlinear inverse problems solved using the least squares criterion, Reviews of Geophysics, vol.10, issue.1, p.219232, 1982.
DOI : 10.1111/j.1365-246X.1979.tb03777.x

W. Xu, T. T. Tran, R. M. Srivastava, and A. G. , Integrating Seismic Data in Reservoir Modeling: The Collocated Cokriging Alternative, SPE Annual Technical Conference and Exhibition, p.833842, 1992.
DOI : 10.2118/24742-MS

K. Afnimar, K. Koketsu, and . Nakagawa, Joint inversion of refraction and gravity data for the three-dimensional topography of a sediment-basement interface, Geophysical Journal International, vol.55, issue.1, p.243254, 2002.
DOI : 10.1111/j.1365-246X.1992.tb00836.x

O. Babak and C. Deutsch, Collocated Cokriging Based on Merged Secondary Attributes, Mathematical Geosciences, vol.13, issue.8, p.921926, 2009.
DOI : 10.1007/s11004-008-9192-2

V. C. Barbosa, J. B. Silva, and W. E. Medeiros, Practical applications of uniqueness theorems in gravimetry : Part IIPragmatic incorporation of concrete geologic information : Geophysics, p.795800, 2002.

C. Beaudry and E. Gaucher, Cartographie géologique dans la région de matagami, 1986.

G. K. Belleeur and M. Allard, A new look at the geological framework of the central Noranda camp, Québec from industry high-resolution seismic proles : Geological Survey of Canada Current Research, pp.5-9, 2007.

H. Bertete-aguirre, E. Cherkaev, and M. Oristaglio, Non-smooth gravity problem with total variation penalization functional, Geophysical Journal International, vol.60, issue.2, p.499507, 2002.
DOI : 10.1137/0917016

B. K. Bhattacharyya, MAGNETIC ANOMALIES DUE TO PRISM???SHAPED BODIES WITH ARBITRARY POLARIZATION, GEOPHYSICS, vol.29, issue.4, p.633649, 1964.
DOI : 10.1190/1.1439386

R. J. Blakely, Potential Theory in Gravity and Magnetic Applications, 1995.
DOI : 10.1017/CBO9780511549816

M. Bosch, Lithologic tomography: From plural geophysical data to lithology estimation, Journal of Geophysical Research: Solid Earth, vol.74, issue.B10, p.749766, 1999.
DOI : 10.1029/JB074i012p03171

M. Bosch, L. Cara, J. Rodrigues, A. Navarro, and M. Díaz, A Monte Carlo approach to the joint estimation of reservoir and elastic parameters from seismic amplitudes, GEOPHYSICS, vol.22, issue.6, pp.29-39, 2007.
DOI : 10.1190/1.1438217

M. Bosch and J. Mcgaughey, Joint inversion of gravity and magnetic data under lithologic constraints, The Leading Edge, vol.20, issue.8, p.877881, 2001.
DOI : 10.1190/1.1487299

M. Bosch, R. Meza, R. Jiménez, and A. Hönig, Joint gravity and magnetic inversion in 3D using Monte Carlo methods, GEOPHYSICS, vol.71, issue.4, 2006.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

A. J. Calvert and Y. Li, Seismic reection imaging over a massive sulde deposit at the Matagami mining camp, p.2432, 1999.

P. Chasseriau and M. Chouteau, 3D gravity inversion using a model of parameter covariance, Journal of Applied Geophysics, vol.52, issue.1, p.74, 2003.
DOI : 10.1016/S0926-9851(02)00240-9

J. Chilés and P. Delner, Geostatistics, Modeling Spatial Uncertainty, 1999.

D. Colombo and M. D. Stefano, Geophysical modeling via simultaneous joint inversion of seismic, gravity, and electromagnetic data: Application to prestack depth imaging, The Leading Edge, vol.26, issue.3, p.326331, 2007.
DOI : 10.1190/1.2715057

G. H. De-marsily, C. Lavadan, M. Boucher, and G. Fasanino, Interpretation of interference tests in a well eld using geostatistical techniques to t the permeability distribution in a reservoir model : Geostatistics for natural resources characterization, 1984.

P. Dell-'aversana, Integration of seismic, MT and gravity data in a thrust belt interpretation : First Break, p.335341, 2001.

S. Ezzedine, Y. Rubin, and J. Chen, Bayesian Method for hydrogeological site characterization using borehole and geophysical survey data: Theory and application to the Lawrence Livermore National Laboratory Superfund Site, Water Resources Research, vol.29, issue.8, p.26712683, 1999.
DOI : 10.1029/93WR00923

E. Fregoso and L. A. Gallardo, Cross-gradients joint 3D inversion with applications to gravity and magnetic data, GEOPHYSICS, vol.30, issue.4, 2009.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

L. A. Gallardo, Joint Two-Dimensional Inversion of Geoelectromagnetic and Seismic Refraction Data With Cross-Gradients Constraint, 2004.

L. A. Gallardo and M. A. Meju, Joint two-dimensional DC resistivity and seismic travel time inversion with cross-gradients constraints, Journal of Geophysical Research, vol.103, issue.7, pp.3311-111, 2004.
DOI : 10.1029/2003JB002716

L. A. Gallardo-delgado, M. A. Pérez-flores, and E. G. , A versatile algorithm for joint 3D inversion of gravity and magnetic data, GEOPHYSICS, vol.20, issue.3, p.949959, 2003.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

E. Gloaguen, D. Marcotte, M. Chouteau, and H. Perroud, Borehole radar velocity inversion using cokriging and cosimulation, Journal of Applied Geophysics, vol.57, issue.4, p.259, 2005.
DOI : 10.1016/j.jappgeo.2005.01.001

. Aubertin, Stochastic borehole radar velocity and attenuation tomographies using cokriging and cosimulation, Journal of Applied Geophysics, vol.62, pp.141-157, 2007.

A. Guillen and V. Menichetti, Gravity and magnetic inversion with minimization of a specic functional : Geophysics, p.13541360, 1984.

T. Günther and C. Rücker, A General Approach for Introducing Information into Inversion and Examples from DC Resistivity Inversion, Near Surface 2006, 12th EAGE European Meeting of Environmental and Engineering Geophysics, 2006.
DOI : 10.3997/2214-4609.201402682

E. Haber and D. Oldenburg, Joint inversion: a structural approach, Inverse Problems, vol.13, issue.1, p.63, 1997.
DOI : 10.1088/0266-5611/13/1/006

O. Häggström, Finite Markov Chains and algorithmic applications, 2002.
DOI : 10.1017/CBO9780511613586

H. Hammouche, P. Boszczuk, and P. Roy, Géologie des feuillets ile bancroft (32f12- 200-0202) et lac macivor (32f13-200-0101), région de matagami, 2010.

T. M. Hansen and K. Mosegaard, VISIM: Sequential simulation for linear inverse problems, Computers & Geosciences, vol.34, issue.1, p.76, 2008.
DOI : 10.1016/j.cageo.2007.02.003

W. Hu, A. Abubakar, and T. M. Habashy, Joint electromagnetic and seismic inversion using structural constraints, GEOPHYSICS, vol.1, issue.6, 2009.
DOI : 10.1137/0917016

D. W. Hyndman, J. M. Harris, and S. M. Gorelick, Coupled seismic and tracer test inversion for aquifer property characterization, Water Resources Research, vol.23, issue.7, 1994.
DOI : 10.1029/WR023i007p01162

M. D. Jegen, R. W. Hobbs, P. Tarits, and A. Chave, Joint inversion of marine magnetotelluric and gravity data incorporating seismic constraintsPreliminary results of sub-basalt imaging off the Faroe Shelf, Earth and Planetary Science Letters, vol.282, issue.1-4, p.4755, 2009.
DOI : 10.1016/j.epsl.2009.02.018

W. W. Johnson, A LEAST???SQUARES METHOD OF INTERPRETING MAGNETIC ANOMALIES CAUSED BY TWO???DIMENSIONAL STRUCTURES, GEOPHYSICS, vol.34, issue.1, p.6574, 1969.
DOI : 10.1190/1.1439998

A. Journel, Conditioning Geostatistical Operations to Nonlinear Volume Averages, Mathematical Geology Mathematical Geology, vol.31, issue.31 8, p.955964, 1999.

A. G. Journel and C. J. Huijbregts, Mining geostatistics, 1978.

K. Mosegaard and M. Sambridge, Monte Carlo analysis of inverse problems, Inverse Problems, vol.18, issue.3, pp.29-54, 2002.
DOI : 10.1088/0266-5611/18/3/201

S. Lacroix, A. Simard, P. Pilote, and L. M. Dubé, Regional geologic elements and mineral resources of the Harricana Turgeon Belt, Abitibi of NW Québec, The northwestern Quebec polymetallic belt ; a summary of 60 years of mining exploration. Poceeding of the Rouyn-Noranda 1990 symposium.Canadian Institute of Mining and Metallurgy, 1990.

N. S. Lam, Spatial Interpolation Methods: A Review, The American Cartographer, vol.10, issue.2, p.129149, 1983.
DOI : 10.1559/152304083783914958

B. J. Last and K. Kubik, Compact gravity inversion, GEOPHYSICS, vol.48, issue.6, p.713721, 1983.
DOI : 10.1190/1.1441501

Y. Li and D. W. Oldenburg, 3-D inversion of magnetic data : Geophysics, 61, 394408. , 1998, 3-D inversion of gravity data : Geophysics, 63, 109119 Rapid construction of equivalent sources using wavelets : Geophysics, pp.75-51, 1996.

N. Linde, A. Binley, A. Tryggvason, L. B. Pedersen, and A. , Improved hydrogeophysical characterization using joint inversion of cross-hole electrical resistance and ground-penetrating radar traveltime data, Water Resources Research, vol.38, issue.12, p.12404, 2006.
DOI : 10.1029/2001WR001204

N. Linde, A. Tryggvason, J. E. Peterson, and S. S. Hubbard, Joint inversion of crosshole radar and seismic traveltimes acquired at the South Oyster Bacterial Transport Site, GEOPHYSICS, vol.78, issue.4, pp.29-37, 2008.
DOI : 10.1046/j.1365-246X.2002.01812.x

M. C. Looms, T. M. Hansen, K. S. Cordua, L. Nielsen, K. H. Jensen et al., Geostatistical inference using crosshole ground-penetrating radar, GEOPHYSICS, vol.4, issue.1, pp.29-41, 2010.
DOI : 10.1029/97JB03536

P. J. Macgeehan, The geochemistry of altered volcanic rocks at Matagami, Quebec: a geothermal model for massive sulphide genesis, Canadian Journal of Earth Sciences, vol.15, issue.4, p.551570, 1978.
DOI : 10.1139/e78-061

J. G. Manchuk, Geostatistical Modeling of Unstructured grids for ow Simulation, 2010.

N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Teller, Equation of state calculations by fast computing machines, Journal of Chemical Physics, vol.21, p.10871092, 1953.

N. Metropolis and S. Ulam, The Monte Carlo Method, Journal of the American Statistical Association, vol.44, issue.247, p.335341, 1949.
DOI : 10.1080/01621459.1949.10483310

J. K. Mortensen, U-Pb geochronology of the eastern Abitibi Subprovince, Canadian Journal of Earth Sciences, vol.30, p.1128, 1993.

K. Mosegaard and A. Tarantola, Monte Carlo sampling of solutions to inverse problems, Journal of Geophysical Research: Solid Earth, vol.10, issue.6, p.1243112447, 1995.
DOI : 10.1029/RG010i001p00251

M. Musil, H. R. Maurer, and A. G. Green, Discrete tomography and joint inversion for loosely connected or unconnected physical properties: application to crosshole seismic and georadar data sets, Geophysical Journal International, vol.59, issue.2, p.389402, 2003.
DOI : 10.1007/978-94-009-3899-1_1

H. Paasche, J. Tronicke, and P. Dietrich, Automated integration of partially colocated models: Subsurface zonation using a modified fuzzy c -means cluster analysis algorithm, GEOPHYSICS, vol.20, issue.3, pp.11-22, 2010.
DOI : 10.1016/S0167-8655(99)00116-6

S. Paradis, J. Ludden, and L. Gélinas, Evidence for contrasting compositional spectra in comagmatic intrusive and extrusive rocks of the late Archean Blake River Group, Abitibi, Quebec, Canadian Journal of Earth Sciences, vol.25, issue.1, p.134144, 1988.
DOI : 10.1139/e88-013

M. Piche, J. Guha, and R. Daigneault, Stratigraphic and structural aspects of the volcanic rocks of the Matagami mining camp, Quebec; implications for the Norita ore deposit, Economic Geology, vol.88, issue.6, p.15421558, 1993.
DOI : 10.2113/gsecongeo.88.6.1542

M. Pilkington, 3-D magnetic imaging using conjugate gradients : Geophysics, 62, 11321142. , 1997b, 3-D magnetic imaging using conjugate gradients : Geophysics Joint inversion of gravity and magnetic data for two-layer models : Geophysics, pp.71-106, 1997.

D. Plou, Gravity and magnetic elds of polygonal prisms and application to magnetic terrain corrections : Geophysics, 41, p.727741, 1976.

O. Portniaguine and M. S. Zhdanov, Focusing geophysical inversion images, GEOPHYSICS, vol.64, issue.3, p.15321541, 1999.
DOI : 10.1029/96RS00719

N. Remy, A. Shtuka, B. Levy, and J. Caers, GSTL: the geostatistical template library in C++, Computers & Geosciences, vol.28, issue.8, pp.971-979, 2002.
DOI : 10.1016/S0098-3004(02)00021-3

M. Sambridge and K. Mosegaard, Monte Carlo methods in geophysical inverse problems, Reviews of Geophysics, vol.85, issue.2, p.129, 2002.
DOI : 10.1029/94GL03345

D. Oliveira, Constrained resistivity inversion using seismic data, Geophysical Journal International, vol.160, p.785796, 2005.

E. Seneta, Non-Negative Matrices and Markov Chains, 1982.
DOI : 10.1007/0-387-32792-4

P. Shamsipour, M. Chouteau, P. Keating, and D. Marcotte, Three-dimensional stochastic inversion of gravity data : application to gravity data from the Matagami region, Qébec : Geological Survey of Canada, Current Research, pp.2010-2022, 2010.

J. B. Silva and V. C. Barbosa, Interactive gravity inversion, 2006.

J. B. Silva, W. E. Medeiros, and V. C. Barbosa, Practical applications of uniqueness theorems in gravimetry: Part I???Constructing sound interpretation methods, GEOPHYSICS, vol.45, issue.3, p.788794, 2002.
DOI : 10.1111/j.1365-2478.1970.tb02092.x

M. D. Stefano, F. G. Andreasi, S. Re, M. Virgilio, and F. F. Snyder, Multipledomain , simultaneous joint inversion of geophysical data with application to subsalt imaging : Geophysics, pp.69-80, 2011.

A. Tarantola, Inverse Problem Theory and Methods for Model Parameter Estimation : Society for Industrial and Spplied Mathematics Bayes and the inverse problem, Nature Physics, vol.2, p.492494, 2005.
DOI : 10.1137/1.9780898717921

A. Tarantola, B. Valette-brown, W. M. , T. D. Gedeon, D. I. Groves et al., Generalized nonlinear inverse problems solved using the least squares criterion, Articial neural networks : a new method for mineral prospectivity mapping, pp.47-757770, 1982.
DOI : 10.1111/j.1365-246X.1979.tb03777.x

J. Caers, Geostatistical reservoir modelling using statistical pattern recognition, Journal of Petroleum Science and Engineering, vol.29, issue.3-4, p.188, 2001.
DOI : 10.1016/S0920-4105(01)00088-2

J. Caers and A. G. , Stochastic Reservoir Simulation Using Neural Networks Trained on Outcrop Data, SPE Annual Technical Conference and Exhibition, 1998.
DOI : 10.2118/49026-MS

C. V. Deutsch and A. G. , GSLIB : Geostatistical Software Library and User's Guide, 1998.

E. Gad and K. Ushijima, Inversion of DC resistivity data using neural networks, p.417430, 2001.

E. Gloaguen, D. Marcotte, M. Chouteau, and H. Perroud, Borehole radar velocity inversion using cokriging and cosimulation, Journal of Applied Geophysics, vol.57, issue.4, p.259, 2005.
DOI : 10.1016/j.jappgeo.2005.01.001

D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, 1989.

S. Haykin, Neural Networks A Comprehensive Foundation, 1999.

J. H. Holland, Adaptation in Natural and Articial Systems, 1975.

E. Johansson, F. Dowla, and D. Goodman, BACKPROPAGATION LEARNING FOR MULTILAYER FEED-FORWARD NEURAL NETWORKS USING THE CONJUGATE GRADIENT METHOD, International Journal of Neural Systems, vol.02, issue.04, p.291301, 1991.
DOI : 10.1142/S0129065791000261

A. Journel and E. Isaaks, Conditional Indicator Simulation: Application to a Saskatchewan uranium deposit, Journal of the International Association for Mathematical Geology, vol.59, issue.3, p.685718, 1984.
DOI : 10.1007/BF01033030

I. Chapitre, Reseaux de neurones appliqués pour la quantication des incertitudes 106

M. C. Looms, T. M. Hansen, K. S. Cordua, L. Nielsen, K. H. Jensen et al., Geostatistical inference using crosshole ground-penetrating radar, GEOPHYSICS, vol.4, issue.1, pp.29-41, 2010.
DOI : 10.1029/97JB03536

W. Menke, Geophysical Data Analysis : Discrete Inverse Theory, 1984.

N. Metropolis and S. Ulam, The Monte Carlo Method, Journal of the American Statistical Association, vol.44, issue.247, p.335341, 1949.
DOI : 10.1080/01621459.1949.10483310

J. K. Mortensen, UPb geochronology of the eastern Abitibi Subprovince. Part 1 : ChibougamauMatagamiJoutel region, Canadian Journal of Earth Sciences, vol.30, p.1128, 1993.

W. Mueller and J. Mortensen, Age constraints and characteristics of subaqueous volcanic construction, the Archean Hunter Mine Group, Abitibi greenstone belt, Precambrian Research, vol.115, issue.1-4, p.152, 2002.
DOI : 10.1016/S0301-9268(02)00008-6

A. Nigrin, Neural Networks for Pattern Recognition, 1993.

M. Poulton, K. Sternberg, and C. Glass, Neural network pattern recording of the subsurface EM images, Journal of Applied Geophysics, vol.29, p.2136, 1992.

G. Röth and A. Tarantola, Neural networks and inversion of seismic data, Journal of Geophysical Research, vol.57, issue.B4, p.811822, 1994.
DOI : 10.1190/1.1443281

D. E. Rummelhart, G. E. Hinton, and R. Williams, Learning internal representation by backpropagating errors : Nature, p.533536, 1986.

C. R. Scott, W. U. Mueller, and P. Pilote, Physical volcanology, stratigraphy, and lithogeochemistry of an Archean volcanic arc : evolution from plume-related volcanism to arc rifting of SE Abitibi Greenstone Belt, Precambrian Research, vol.115, issue.223, p.260, 2002.
DOI : 10.1522/24082599

D. Singer and R. Kouda, Application of a feedforward neural network in the search for Kuroko deposits in the Hokuroku district, Japan, Mathematical Geology, vol.19, issue.4, 1996.
DOI : 10.1007/978-94-011-0824-9_22

S. Strebelle, Conditional Simulation of Complex Geological Structures Using Multiple-Point Statistics, Mathematical Geology, vol.34, issue.1, p.121, 2002.

A. Tarantola, Popper, Bayes and the inverse problem, Nature Physics, vol.266, issue.8, p.492494, 2006.
DOI : 10.1137/1.9780898717921

A. Tarantola and B. Valette, Generalized nonlinear inverse problems solved using the least squares criterion, Reviews of Geophysics, vol.10, issue.1, p.219232, 1982.
DOI : 10.1111/j.1365-246X.1979.tb03777.x

I. Chapitre, Reseaux de neurones appliqués pour la quantication des incertitudes 107

J. R. Taylor, An Introduction to Error Analysis : The Study of Uncertainties in Physical Measurements : 2 n d Edition, 1997.

T. Tran, Improving variogram reproduction on dense simulation grids, Computers & Geosciences, vol.20, issue.7-8, 1994.
DOI : 10.1016/0098-3004(94)90069-8

E. Werbos, The roots of back-propagation, 1994.

L. Wong, D. Davis, T. Krogh, and F. Robert, UPb zircon and rutile chronology of Archean greenstone formation and gold mineralization in the Val d'Or region, Quebec, Earth and Planetary Science Letters, vol.104, issue.2-4, pp.325-336, 1991.
DOI : 10.1016/0012-821X(91)90213-2

P. Wong and S. Shibli, Modelling a uvial reservoir with multipoint statistics and principal components, Soft Computing and Earth Sciences (Part 2) ), p.163, 2001.

J. Y. Yam and T. W. Chow, A weight initialization method for iproving training speed in feedforward neural network : Neurocomputing, p.219232, 2000.

J. Zurada, Introduction To Articial Neural Systems, 1992.

K. Afnimar, K. Et-nakagawa, and K. , Joint inversion of refraction and gravity data for the three-dimensional topography of a sediment-basement interface, Geophysical Journal International, vol.55, issue.1, p.254, 2002.
DOI : 10.1111/j.1365-246X.1992.tb00836.x

O. Babak and C. Et-deutsch, Collocated Cokriging Based on Merged Secondary Attributes, Mathematical Geosciences, vol.13, issue.8, pp.41-921926, 2009.
DOI : 10.1007/s11004-008-9192-2

G. Backus and F. Et-gilbert, The Resolving Power of Gross Earth Data, Geophysical Journal International, vol.8, issue.2, p.169205, 1968.
DOI : 10.1038/202996a0

V. C. Barbosa, B. C. Silva, J. Et-medeiros, and W. E. , Gravity inversion of a discontinuous relief stabilized by weighted smoothness constraints on depth, GEOPHYSICS, vol.45, issue.5, p.14291437, 1999.
DOI : 10.1071/EG984001

V. C. Barbosa, J. B. Silva, and W. E. Et-medeiros, Practical applications of uniqueness theorems in gravimetry : Part IIPragmatic incorporation of concrete geologic information : Geophysics, p.800, 2002.

V. C. Barbosa and J. B. Et-silva, Generalized compact gravity inversion, GEOPHYSICS, vol.59, issue.1, p.5768, 1994.
DOI : 10.1190/1.1443534

C. T. Barnett, THEORETICAL MODELING OF THE MAGNETIC AND GRAVITATIONAL FIELDS OF AN ARBITRARILY SHAPED THREE???DIMENSIONAL BODY, GEOPHYSICS, vol.41, issue.6, pp.41-13531364, 1976.
DOI : 10.1190/1.1440685

. K. Bellefleurg and M. Et-allard, A new look at the geological framework of the Central Noranda camp, Qué from industry high-resolution seismic profiles : Geological Survey of Canada Current Research, pp.5-9, 2007.

H. Bertete-aguirre, E. Cherkaev, and M. Et-oristaglio, Non-smooth gravity problem with total variation penalization functional, Geophysical Journal International, vol.60, issue.2, p.499507, 2002.
DOI : 10.1137/0917016

B. K. Bhattacharyya, MAGNETIC ANOMALIES DUE TO PRISM???SHAPED BODIES WITH ARBITRARY POLARIZATION, GEOPHYSICS, vol.29, issue.4, p.633649, 1964.
DOI : 10.1190/1.1439386

M. Bosch, R. Meza, R. Jiménez, and A. Et-hönig, Joint gravity and magnetic inversion in 3D using Monte Carlo methods, GEOPHYSICS, vol.71, issue.4, pp.153-156, 2006.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

M. Bosch, L. Cara, J. Rodrigues, A. Navarro, and M. Et-díaz, A Monte Carlo approach to the joint estimation of reservoir and elastic parameters from seismic amplitudes, GEOPHYSICS, vol.22, issue.6, pp.72-101, 2007.
DOI : 10.1190/1.1438217

M. Bosch, Lithologic tomography: From plural geophysical data to lithology estimation, Journal of Geophysical Research: Solid Earth, vol.74, issue.B10, p.749766, 1999.
DOI : 10.1029/JB074i012p03171

M. H. Bott, TWO METHODS APPLICABLE TO COMPUTERS FOR EVALUATING MAGNETIC ANOMALIES DUE TO FINITE THREE DIMENSIONAL BODIES*, Geophysical Prospecting, vol.4, issue.3, p.292299, 1963.
DOI : 10.1190/1.1438687

A. Bouchedda, Inversion conjointe des données électriques et de radar en forage, 2010.

W. M. Brown, T. D. Gedeon, D. I. Groves, and R. G. Et-barnes, Artificial neural networks: A new method for mineral prospectivity mapping, Australian Journal of Earth Sciences, vol.41, issue.4, p.757770, 2000.
DOI : 10.1080/08120099408728107

J. W. Cady, Calculation of gravity and magnetic anomalies of finite???length right polygonal prisms, GEOPHYSICS, vol.45, issue.10, pp.45-15071512, 1980.
DOI : 10.1190/1.1441045

J. Caers, Geostatistical reservoir modelling using statistical pattern recognition, Journal of Petroleum Science and Engineering, vol.29, issue.3-4, p.188, 2001.
DOI : 10.1016/S0920-4105(01)00088-2

A. J. Calvert and Y. Et-li, Seismic reflection imaging over a massive sulfide deposit at the Matagami mining camp, Qu??bec, GEOPHYSICS, vol.64, issue.1, p.2432, 1999.
DOI : 10.1190/1.1443346

G. Caumon, F. Lepage, C. Sword, and J. Et-mallet, Building and Editing a Sealed Geological Model, Mathematical Geology, vol.36, issue.4, p.405424, 2004.
DOI : 10.1023/B:MATG.0000029297.18098.8a

G. Caumon, P. Collon-drouaillet, L. Carlier-de-veslud, C. Viseur, S. Et-sausse et al., Surface-Based 3D Modeling of Geological Structures, Mathematical Geosciences, vol.35, issue.1, pp.41-927945, 2009.
DOI : 10.1007/978-94-011-2556-7

URL : https://hal.archives-ouvertes.fr/insu-00429910

G. Caumon, Représentation, visualisation et modification de modéles volumiques pour les géosciences, 2003.

G. Caumon, Vers une int égration des incertitudes et des processus e en géologie numérique, 2009.

G. Caumon, Towards Stochastic Time-Varying Geological Modeling, Mathematical Geosciences, vol.32, issue.9, p.555569, 2010.
DOI : 10.1145/1531326.1531381

Y. Chai and J. Et-hinzew, Gravity inversion of an interface above which the density contrast varies exponentially with depth, GEOPHYSICS, vol.53, issue.6, p.837845, 1988.
DOI : 10.1190/1.1442518

P. Chasseriau and M. Et-chouteau, 3D gravity inversion using a model of parameter covariance, Journal of Applied Geophysics, vol.52, issue.1, p.74, 2003.
DOI : 10.1016/S0926-9851(02)00240-9

L. Z. Cheng, F. Fallara, N. Foudil-bey, J. Goutier, C. Dion et al., Etude tridimensionnelle des éléments structuraux majeurs du groupe de blake river, 2010.

G. H. De-marsily, C. Lavadan, M. Boucher, and G. Et-fasanino, Interpretation of interference tests in a well field using geostatistical techniques to fit the permeability distribution in a reservoir model :, volume Part 2 Geostatistics for natural resources characterization, 1984.

P. Dell-'aversana, Integration of seismic, MT and gravity data in a thrust belt interpretation : First Break, p.335341, 2001.

C. V. Deutsch and A. G. Et-journel, GSLIB : Geostatistical Software Library and User's Guide, 1998.

N. Euleur, Modélisation volumique, contraintes et libertés, 1999.

H. M. Evjen, THE PLACE OF THE VERTICAL GRADIENT IN GRAVITATIONAL INTERPRETATIONS, GEOPHYSICS, vol.1, issue.1, p.127136, 1936.
DOI : 10.1190/1.1437067

S. Ezzedine, Y. Rubin, and J. Et-chen, Bayesian Method for hydrogeological site characterization using borehole and geophysical survey data: Theory and application to the Lawrence Livermore National Laboratory Superfund Site, Water Resources Research, vol.29, issue.8, p.26712683, 1999.
DOI : 10.1029/93WR00923

T. Frank, A. Tertois, and J. Et-mallet, 3D-reconstruction of complex geological interfaces from irregularly distributed and noisy point data, Computers & Geosciences, vol.33, issue.7, p.932943, 2007.
DOI : 10.1016/j.cageo.2006.11.014

J. N. Franklin, Well-posed stochastic extensions of ill-posed linear problems, Journal of Mathematical Analysis and Applications, vol.31, issue.3, pp.31-716, 1970.
DOI : 10.1016/0022-247X(70)90017-X

E. Fregoso and L. A. Et-gallardo, Cross-gradients joint 3D inversion with applications to gravity and magnetic data, GEOPHYSICS, vol.30, issue.4, pp.31-42, 2009.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

E. Gad and K. Et-ushijima, Inversion of DC resistivity data using neural networks : Geophysical Prospecting, p.417430, 2001.

L. A. Gallardo-delgado, M. A. Pérez-flores, E. G. Et-no, and -. , A versatile algorithm for joint 3D inversion of gravity and magnetic data, GEOPHYSICS, vol.20, issue.3, pp.68-949959, 2003.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

L. A. Gallardo and M. A. Et-meju, Joint two-dimensional DC resistivity and seismic travel time inversion with cross-gradients constraints, Journal of Geophysical Research, vol.103, issue.7, pp.3311-111, 2004.
DOI : 10.1029/2003JB002716

L. A. Gallardo, Joint Two-Dimensional Inversion of Geoelectromagnetic and Seismic Refraction Data With Cross-Gradients Constraint, 2004.

J. García-abdeslem, Gravitational attraction of a rectangular prism with depth???dependent density, GEOPHYSICS, vol.57, issue.3, p.470473, 1992.
DOI : 10.1190/1.1443261

S. Geman and D. Et-geman, Stochastic relaxation, gibbs distributions, and the bayesian restoration of images, 1984.

H. Gjøystdal, J. E. Reinhardsen, and K. Åstebøl, Computer representation of complex three-dimensional geological structures using a new solid modeling technique, pp.33-11951211, 1985.

E. Gloaguen, D. Marcotte, M. Chouteau, and H. Et-perroud, Borehole radar velocity inversion using cokriging and cosimulation, Journal of Applied Geophysics, vol.57, issue.4, p.259, 2005.
DOI : 10.1016/j.jappgeo.2005.01.001

E. Gloaguen, D. Marcotte, B. Giroux, C. Dubreuil-boisclair, M. Chouteau et al., Stochastic borehole radar velocity and attenuation tomographies using cokriging and cosimulation, Journal of Applied Geophysics, vol.62, issue.2, pp.141-157, 2007.
DOI : 10.1016/j.jappgeo.2006.10.001

D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning, 1989.

J. J. Gómez-hernánez, A. Sahuquillo, and J. Et-capilla, Stochastic simulation of transmissivity fields conditional to both transmissivity and piezometric dataI, Theory : Journal of Hydrology, vol.203, issue.162, p.174, 1997.

P. Goovaerts, Geostatistics for Natural Resources Evaluation, 1997.

A. Guillen and V. Et-menichetti, Gravity and magnetic inversion with minimization of a specific functional, GEOPHYSICS, vol.49, issue.8, pp.49-13541360, 1984.
DOI : 10.1190/1.1441761

T. Günther and C. Et-rücker, A General Approach for Introducing Information into Inversion and Examples from DC Resistivity Inversion, Near Surface 2006, 12th EAGE European Meeting of Environmental and Engineering Geophysics, 2006.
DOI : 10.3997/2214-4609.201402682

E. Haber and D. Et-oldenburg, Joint inversion: a structural approach, Inverse Problems, vol.13, issue.1, p.63, 1997.
DOI : 10.1088/0266-5611/13/1/006

T. M. Hansen and K. Et-mosegaard, VISIM: Sequential simulation for linear inverse problems, Computers & Geosciences, vol.34, issue.1, p.76, 2008.
DOI : 10.1016/j.cageo.2007.02.003

R. O. Hansen and X. Et-wang, Simplified frequency???domain expressions for potential fields of arbitrary three???dimensional bodies, GEOPHYSICS, vol.53, issue.3, p.365374, 1988.
DOI : 10.1190/1.1442470

S. Haykin, Neural Networks A Comprehensive Foundation, 1999.

R. G. Henderson and I. Et-zietz, THE COMPUTATION OF SECOND VERTICAL DERIVATIVES OF GEOMAGNETIC FIELDS, GEOPHYSICS, vol.14, issue.4, p.508516, 1949.
DOI : 10.1190/1.1437558

J. H. Holland, Adaptation in Natural and Artificial Systems, 1975.

H. Holstein, P. Schurholz, A. Starr, J. Et-chakraborty, and M. , Comparison of gravimetric formulas for uniform polyhedra, GEOPHYSICS, vol.64, issue.5, p.14381446, 1999.
DOI : 10.1111/j.1365-2478.1990.tb01849.x

W. Hu, A. Abubakar, and T. M. Et-habashy, Joint electromagnetic and seismic inversion using structural constraints, GEOPHYSICS, vol.1, issue.6, pp.99-109, 2009.
DOI : 10.1137/0917016

D. W. Hyndman, J. M. Harris, and S. M. Et-gorelick, Coupled seismic and tracer test inversion for aquifer property characterization, Water Resources Research, vol.23, issue.7, p.30, 1994.
DOI : 10.1029/WR023i007p01162

M. D. Jegen, R. W. Hobbs, P. Tarits, and A. Et-chave, Joint inversion of marine magnetotelluric and gravity data incorporating seismic constraints Preliminary results of sub-basalt imaging off the Faroe Shelf : Earth and Planetary Science Letters, p.4755, 2009.

M. Jessell, Three-dimensional geological modelling of potentialfield data, Computers & Geosciences, vol.27, issue.455, p.465, 2001.

E. Johansson, F. Dowla, and D. Et-goodman, BACKPROPAGATION LEARNING FOR MULTILAYER FEED-FORWARD NEURAL NETWORKS USING THE CONJUGATE GRADIENT METHOD, International Journal of Neural Systems, vol.02, issue.04, p.291301, 1991.
DOI : 10.1142/S0129065791000261

A. Journal and F. Et-alabert, Non-Gaussian data expansion in the Earth Sciences, Terra Nova, vol.47, issue.2, p.123134, 1989.
DOI : 10.1007/BF01031292

A. Journel and E. Et-isaaks, Conditional Indicator Simulation: Application to a Saskatchewan uranium deposit, Journal of the International Association for Mathematical Geology, vol.59, issue.3, p.685718, 1984.
DOI : 10.1007/BF01033030

A. Journel, Conditioning Geostatistical Operations to Nonlinear Volume Averages, Markov Models for Cross-Covariances : Mathematical Geology, pp.31-955964, 1999.

B. J. Last and K. Et-kubik, Compact gravity inversion, GEOPHYSICS, vol.48, issue.6, p.713721, 1983.
DOI : 10.1190/1.1441501

T. Lee and S. Et-biehler, Inversion modeling of gravity with prismatic mass bodies, GEOPHYSICS, vol.56, issue.9, p.13651376, 1991.
DOI : 10.1190/1.1443156

Y. Li and D. W. Et-oldenburg, 3-D inversion of magnetic data, Geophysics, issue.2, pp.61-394408, 1996.

Y. Li and D. W. Et-oldenburg, 3-D inversion of gravity data : Geophysics, p.109119, 1998.

Y. Li and D. W. Et-oldenburg, Fast inversion of large-scale magnetic data using wavelet transforms and a logarithmic barrier method, Geophysical Journal International, vol.59, issue.2, p.251265, 2003.
DOI : 10.1137/1.9781611971453

N. Linde, A. Binley, A. Tryggvason, L. B. Pedersen, and A. Et-revil, Improved hydrogeophysical characterization using joint inversion of cross-hole electrical resistance and ground-penetrating radar traveltime data, Water Resources Research, vol.38, issue.12, p.12404, 2006.
DOI : 10.1029/2001WR001204

N. Linde, A. Tryggvason, J. E. Peterson, and S. S. Et-hubbard, Joint inversion of crosshole radar and seismic traveltimes acquired at the South Oyster Bacterial Transport Site, GEOPHYSICS, vol.78, issue.4, pp.29-37, 2008.
DOI : 10.1046/j.1365-246X.2002.01812.x

P. J. Macgeehan, The geochemistry of altered volcanic rocks at Matagami, Quebec: a geothermal model for massive sulphide genesis, Canadian Journal of Earth Sciences, vol.15, issue.4, p.551570, 1978.
DOI : 10.1139/e78-061

J. G. Manchuk, Geostatistical Modeling of Unstructured grids for flow Simulation, 2010.

J. Massot, Implémentation de méthodes de restauration équilibrée, 2002.

W. Menke, Geophysical Data Analysis : Discrete Inverse Theory, 1984.

N. Metropolis, A. W. Rosenbluth, M. N. Rosenbluth, A. H. Teller, and E. Et-teller, Equation of state calculations by fast computing machines, Journal of Chemical Physics, vol.21, issue.6, p.10871092, 1953.

N. Metropolis and S. Et-ulam, The Monte Carlo Method, Journal of the American Statistical Association, vol.44, issue.247, p.335341, 1949.
DOI : 10.1080/01621459.1949.10483310

J. K. Mortensen, UPb geochronology of the eastern Abitibi Subprovince, Canadian Journal of Earth Sciences, vol.30, issue.1, p.1128, 1993.

K. Mosegaard and M. Et-sambridge, Monte Carlo analysis of inverse problems, Inverse Problems, vol.18, issue.3, pp.29-54, 2002.
DOI : 10.1088/0266-5611/18/3/201

K. Mosegaard and A. Et-tarantola, Monte Carlo sampling of solutions to inverse problems, Journal of Geophysical Research: Solid Earth, vol.10, issue.6, p.1243112447, 1995.
DOI : 10.1029/RG010i001p00251

K. Mosegaard and A. Et-tarantola, Probabilistic approach to inverse problems, international handbook of earthquake & engineering seismology , part A, 2002.

W. Mueller and J. Et-mortensen, Age constraints and characteristics of subaqueous volcanic construction, the Archean Hunter Mine Group, Abitibi greenstone belt, Precambrian Research, vol.115, issue.1-4, p.152, 2002.
DOI : 10.1016/S0301-9268(02)00008-6

I. R. Mufti, RAPID DETERMINATION OF CUBE'S GRAVITY FIELD *, Geophysical Prospecting, vol.13, issue.4, p.724735, 1973.
DOI : 10.1111/j.1365-246X.1967.tb02164.x

M. Musil, H. R. Maurer, and A. G. Et-green, Discrete tomography and joint inversion for loosely connected or unconnected physical properties: application to crosshole seismic and georadar data sets, Geophysical Journal International, vol.59, issue.2, p.389402, 2003.
DOI : 10.1007/978-94-009-3899-1_1

D. Nagy, THE GRAVITATIONAL ATTRACTION OF A RIGHT RECTANGULAR PRISM, GEOPHYSICS, vol.31, issue.2, p.362371, 1966.
DOI : 10.1190/1.1439779

A. Nigrin, Neural Networks for Pattern Recognition, 1993.

M. Okabe, Analytical expressions for gravity anomalies due to homogeneous polyhedral bodies and translations into magnetic anomalies, GEOPHYSICS, vol.44, issue.4, p.730741, 1979.
DOI : 10.1190/1.1440973

H. Paasche, J. Tronicke, and P. Et-dietrich, Automated integration of partially colocated models: Subsurface zonation using a modified fuzzy c -means cluster analysis algorithm, GEOPHYSICS, vol.20, issue.3, pp.75-86, 2010.
DOI : 10.1016/S0167-8655(99)00116-6

S. Paradis, J. Ludden, and L. Et-gã©linas, Evidence for contrasting compositional spectra in comagmatic intrusive and extrusive rocks of the late Archean Blake River Group, Abitibi, Quebec, Canadian Journal of Earth Sciences, vol.25, issue.1, p.134144, 1988.
DOI : 10.1139/e88-013

E. Pardo-igùzquiza and M. Et-chica-olmo, The Fourier Integral Method : An efficient spectral method for simulation of random fields, Mathematical Geology, vol.25, p.177217, 1993.

M. Piche, J. Guha, and R. Et-daigneault, Stratigraphic and structural aspects of the volcanic rocks of the Matagami mining camp, Quebec; implications for the Norita ore deposit, Economic Geology, vol.88, issue.6, p.1542, 1993.
DOI : 10.2113/gsecongeo.88.6.1542

M. Pilkington, 3-D magnetic imaging using conjugate gradients : Geophysics, p.11321142, 1997.

D. Plouff, GRAVITY AND MAGNETIC FIELDS OF POLYGONAL PRISMS AND APPLICATION TO MAGNETIC TERRAIN CORRECTIONS, GEOPHYSICS, vol.41, issue.4, p.727, 1976.
DOI : 10.1190/1.1440645

O. Portniaguine and M. S. Et-zhdanov, Focusing geophysical inversion images, GEOPHYSICS, vol.64, issue.3, 1999.
DOI : 10.1029/96RS00719

O. Portniaguine and M. S. Et-zhdanov, 3???D magnetic inversion with data compression and image focusing, GEOPHYSICS, vol.67, issue.5, p.15321541, 2002.
DOI : 10.1137/0909062

M. Poulton, K. Sternberg, and C. Et-glass, Neural network pattern recording of the subsurface EM images, Journal of Applied Geophysics, vol.29, p.2136, 1992.

F. Press, Earth models obtained by Monte Carlo Inversion, Journal of Geophysical Research, vol.1, issue.16, p.52235234, 1968.
DOI : 10.1016/0031-9201(68)90062-9

O. Rabeau, Distribution de l'or de type orogénique le long de grands couloirs de déformation archéens : modélisation numérique sur l'exemple de la ceinture de l'abitibi, 2010.

N. Remy, A. Shtuka, B. Levy, and J. Et-caers, GSTL: the geostatistical template library in C++, Computers & Geosciences, vol.28, issue.8, pp.28-979, 2002.
DOI : 10.1016/S0098-3004(02)00021-3

V. Richard, R. Bayer, and M. Et-cuer, An attempt to formulate wellposed questions in gravity : Application of linear inverse techniques to mining exploration : Geophysics, pp.49-17811793, 1984.

G. Röth and A. Et-tarantola, Neural networks and inversion of seismic data, Journal of Geophysical Research, vol.57, issue.B4, p.811822, 1994.
DOI : 10.1190/1.1443281

D. H. Rothman, Nonlinear inversion, statistical mechanics, and residual statics estimation, GEOPHYSICS, vol.50, issue.12, p.27842796, 1985.
DOI : 10.1190/1.1441899

L. Roy, M. K. Sen, D. D. Blankenship, P. L. Stoffa, and T. G. Et-richter, Inversion and uncertainty estimation of gravity data using simulated annealing: An application over Lake Vostok, East Antarctica, GEOPHYSICS, vol.70, issue.1, pp.1-12, 2005.
DOI : 10.1190/1.1438687

D. E. Rummelhart, G. E. Hinton, and R. Et-williams, Learning internal representation by backpropagating errors : Nature, p.533536, 1986.

M. Sambridge and K. Et-mosegaard, Monte Carlo methods in geophysical inverse problems, Reviews of Geophysics, vol.85, issue.2, p.129, 2002.
DOI : 10.1029/94GL03345

C. R. Scott, W. U. Mueller, and P. Et-pilote, Physical volcanology, stratigraphy, and lithogeochemistry of an Archean volcanic arc : evolution from plume-related volcanism to arc rifting of SE Abitibi Greenstone Belt, Precambrian Research, vol.115, issue.223, p.260, 2002.
DOI : 10.1522/24082599

P. Shamsipour, M. Chouteau, P. Keating, and D. Et-marcotte, Threedimensional stochastic inversion of gravity data : application to gravity data from the Matagami region, Qébec : Geological Survey of Canada, Current Research, 3D stochastic inversion of gravity data using cokriging and cosimulation : Geophysics, pp.1-10, 2010.

J. B. Silva, W. E. Medeiros, and V. C. Et-barbosa, Practical applications of uniqueness theorems in gravimetry: Part I???Constructing sound interpretation methods, GEOPHYSICS, vol.45, issue.3, p.788794, 2002.
DOI : 10.1111/j.1365-2478.1970.tb02092.x

D. Singer and R. Et-kouda, Application of a feedforward neural network in the search for Kuroko deposits in the Hokuroku district, Japan, Mathematical Geology, vol.19, issue.4, p.10171023, 1996.
DOI : 10.1007/978-94-011-0824-9_22

M. D. Stefano, F. G. Andreasi, S. Re, M. Virgilio, and F. F. Et-snyder, Multiple-domain, simultaneous joint inversion of geophysical data with application to subsalt imaging, GEOPHYSICS, vol.11, issue.3, pp.76-69, 2011.
DOI : 10.1190/1.1443868.

S. Strebelle, A. Et, and J. , Reservoir Modeling Using Multiple-Point Statistics, SPE Annual Technical Conference and Exhibition, 2001.
DOI : 10.2118/71324-MS

S. Strebelle, Conditional Simulation of Complex Geological Structures Using Multiple-Point Statistics, Mathematical Geology, vol.34, p.121, 2002.

D. Swanson, A new geological volume computer modeling system for reservoir desciption : SPE Annual Conference and Technical Exhibition, p.293302, 1988.

M. Talwani, J. L. Worzel, and M. Et-landisman, Rapid gravity computations for two-dimensional bodies with application to the Mendocino submarine fracture zone, Journal of Geophysical Research, vol.36, issue.1, p.4959, 1959.
DOI : 10.1130/0016-7606(1956)67[1529:GMITVI]2.0.CO;2

C. T. Talwani, Theoretical modeling of the magnetic and gravitational fields of an arbitrarily shaped three-dimensional body : Geophysics, pp.41-13531364, 1976.

A. Tarantola and B. Et-valette, Generalized nonlinear inverse problems solved using the least squares criterion, Reviews of Geophysics, vol.10, issue.1, p.219232, 1982.
DOI : 10.1111/j.1365-246X.1979.tb03777.x

A. Tarantola, Inverse Problem Theory and Methods for Model Parameter Estimation, Society for Industrial and Spplied Mathematics, 2005.
DOI : 10.1137/1.9780898717921

A. Tarantola, Bayes and the inverse problem, Nature Physics, vol.2, issue.8, p.492494, 2006.

J. R. Taylor, An Introduction to Error Analysis : The Study of Uncertainties in Physical Measurements : 2 n d Edition, 1997.

A. Tertois and J. Et-mallet, Editing faults within tetrahedral volume models in real time, Special Publications : Structurally Complex Reservoirs, p.89101, 2007.
DOI : 10.1144/SP292.5

A. Tertois, Cr éation et modification de modèles e e g éologiques par champs de potentiele application au modèle geochron, 2007.

R. Tondi, R. De-franco, and R. Et-barzaghi, Sequential integrated inversion of refraction and wide-angle reflection traveltimes and gravity data for two-dimensional velocity structures, Geophysical Journal International, vol.141, issue.3, pp.141-679698, 2000.
DOI : 10.1126/science.274.5287.592

T. T. Tran, Improving variogram reproduction on dense simulation grids, Computers & Geosciences, vol.20, issue.7-8, p.11611168, 1994.
DOI : 10.1016/0098-3004(94)90069-8

A. Tryggvason and N. Et-linde, Local earthquake (LE) tomography with joint inversion for P- and S-wave velocities using structural constraints, Geophysical Research Letters, vol.31, issue.10, pp.33-07303, 2006.
DOI : 10.1029/2005GL025485

V. Sharma and P. , Rapid computation of magnetic anomalies and demagnetization effects caused by bodies of arbitrary shape : Pure and Applied Geophysics, p.89109, 1966.

J. Van-de-meulebrouck, R. Bayer, and J. Et-burg, Density and magnetic tomography of the upper continental crust : application to a thrust area of the French Massif Central, Annales Geophysics, vol.2, issue.579, p.592, 1988.

E. Werbos, The Roots of Back-Propagation, 1994.

L. Wong, D. Davis, T. Krogh, and F. Et-robert, UPb zircon and rutile chronology of Archean greenstone formation and gold mineralization in the Val d'Or region, Quebec, Earth and Planetary Science Letters, vol.104, issue.2-4, pp.325-336, 1991.
DOI : 10.1016/0012-821X(91)90213-2

P. Wong and S. Et-shibli, Modelling a fluvial reservoir with multipoint statistics and principal components, Journal of Petroleum Science and Engineering, vol.31, issue.2-4, pp.31-163, 2001.
DOI : 10.1016/S0920-4105(01)00127-9

T. T. Xuwenlong, Integrating seismic data in reservoir modeling : The collocated Cokriging alternative, Proceedings -SPE Annual Technical Conference and Exhibition, p.833842, 1992.

J. Y. Yam and T. W. Et-chow, A weight initialization method for iproving training speed in feedforward neural network : Neurocomputing, p.219232, 2000.

H. Zeyen and J. Et-pous, 3-D Joint Inversion of Magnetic and Gravimetric Data With A Priori Information, Geophysical Journal International, vol.104, issue.1, p.244256, 1993.
DOI : 10.1111/j.1365-246X.1993.tb01452.x

X. Zhou, General line integrals for gravity anomalies of irregular 2D masses with horizontally and vertically dependent density contrast, GEOPHYSICS, vol.74, issue.2, pp.1-7, 2009.
DOI : 10.1364/AO.42.004295

J. Zurada, Introduction To Artificial Neural Systems, 1992.

. Gtetra, Protocol Reference Static Public Member Functions static bool gravicompute (TSolid * tetra_model, const CString &density_name, AtomicGroup * acquisition, const CString &bouguer_name, const oat ratio) static bool gravi_gauss_compute (TSolid * tetra_model, const CString &density_name, AtomicGroup * acquisition, const CString &bouguer_name, const oat ratio) static bool gravi

*. Group, const CString &xmag, const CString &ymag, const CString &zmag, oat ratio, oat inclination, oat declination, oat region_eld, const CString total_eld, bool eld_projection, bool remanent_magnetization, const oat magnetisation , const oat azimut, const oat plongement)