Download E-books Geophysical Applications of Artificial Neural Networks and Fuzzy Logic PDF

By Michael D. McCormack (auth.), William A. Sandham, Miles Leggett (eds.)

The prior fifteen years has witnessed an explosive development within the primary examine and purposes of man-made neural networks (ANNs) and fuzzy common sense (FL). the most impetus at the back of this progress has been the facility of such the right way to supply strategies no longer amenable to traditional options, really in software domain names concerning development popularity, prediction and keep watch over. even though the origins of ANNs and FL should be traced again to the Nineteen Forties and Nineteen Sixties, respectively, the main quick development has simply been accomplished within the final fifteen years. This has been as a result of major theoretical advances in our knowing of ANNs and FL, complemented via significant technological advancements in high-speed computing. In geophysics, ANNs and FL have loved major good fortune and are actually hired often within the following parts (amongst others): 1. Exploration Seismology. (a) Seismic facts processing (trace modifying; first holiday deciding on; deconvolution and a number of suppression; wavelet estimation; speed research; noise identification/reduction; statics research; dataset matching/prediction, attenuation), (b) AVO research, (c) Chimneys, (d) Compression I dimensionality aid, (e) Shear-wave research, (f) Interpretation (event monitoring; lithology prediction and well-log research; prospect appraisal; hydrocarbon prediction; inversion; reservoir characterisation; caliber evaluation; tomography). 2. Earthquake Seismology and Subterranean Nuclear Explosions. three. Mineral Exploration. four. Electromagnetic I capability box Exploration. (a) Electromagnetic equipment, (b) power box equipment, (c) floor penetrating radar, (d) distant sensing, (e) inversion.

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