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 previous fifteen years has witnessed an explosive development within the basic examine and functions of synthetic neural networks (ANNs) and fuzzy good judgment (FL). the most impetus in the back of this development has been the facility of such tips on how to provide recommendations now not amenable to standard strategies, fairly in software domain names concerning trend popularity, prediction and keep watch over. even if the origins of ANNs and FL could be traced again to the Forties and Nineteen Sixties, respectively, the main fast development has purely been completed within the final fifteen years. This has been because of major theoretical advances in our realizing of ANNs and FL, complemented through significant technological advancements in high-speed computing. In geophysics, ANNs and FL have loved major good fortune and are actually hired repeatedly within the following parts (amongst others): 1. Exploration Seismology. (a) Seismic info 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 relief, (e) Shear-wave research, (f) Interpretation (event monitoring; lithology prediction and well-log research; prospect appraisal; hydrocarbon prediction; inversion; reservoir characterisation; caliber review; tomography). 2. Earthquake Seismology and Subterranean Nuclear Explosions. three. Mineral Exploration. four. Electromagnetic I capability box Exploration. (a) Electromagnetic tools, (b) capability box tools, (c) flooring penetrating radar, (d) distant sensing, (e) inversion.

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