Determination of near-surface structures from multi-channel surface wave data using multi-layer perceptron neural network (MLPNN) algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
Geophysics
Link
http://link.springer.com/content/pdf/10.2478/s11600-014-0207-8.pdf
Reference55 articles.
1. Ahl, A. (2003), Automatic 1D inversion of multifrequency airborne electromagnetic data with artificial neural networks: discussion and a case study, Geophys. Prospect. 51,2, 89–98, DOI: 10.1046/j.1365-2478.2003.00356.x.
2. Al-Garni, M.A. (2009), Interpretation of some magnetic bodies using neural networks inversion, Arab. J. Geosci. 2,2, 175–184, DOI: 10.1007/s12517-008-0026-9.
3. Baddari, K., T. Aifa, N. Djarfour, and J. Ferahtia (2009), Application of a radial basis function artificial neural network to seismic data inversion, Comp. Geosci. 35,12, 2338–2344, DOI: 10.1016/j.cageo.2009.03.006.
4. Beaty, K.S., D.R. Schmitt, and M. Sacchi (2002), Simulated annealing inversion of multimode Rayleigh wave dispersion curves for geological structure, Geophys. J. Int. 151,2, 622–631, DOI: 10.1046/j.1365-246X.2002.01809.x.
5. Bescoby, D.J., G.C. Cawley, and P.N. Chroston (2006), Enhanced interpretation of magnetic survey data from archaeological sites using artificial neural networks, Geophysics 71,5, 45–53, DOI: 10.1190/1.2231110.
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