Methods and examples of intelligent data processing for geological models

Author(s):  V.B. Taranchuk, Dr., Prof., Belarusian State University, Minsk, Belarus, taranchuk@bsu.by

Issue:  Volume 46, № 3

Rubric:  Computer simulation history

Annotation:  The paper discusses the results of the development, instrumental filling, the use of an integrated software package of the compiler of digital geological models. The developed complex provides the possibility of manipulating the original data, their intellectual analysis, comparison of different interpretations. The developed complex provides the possibility of manipulating the primary data, their intellectual analysis, comparison of different interpretations. The possibilities of formation of reference and recoverable by different methods of approximation of digital fields, interactive graphic visualization, preparation of sets of representative data for possible interpretations of experts are marked. Several variants of analysis and evaluation, methodological solutions and software tools that allow confirming the validity of interpretations, visualize and obtain numerical values of errors calculated by different methods of intellectual data processing results included and used in computer geological models are described. The discussed results, examples of processing and visualization of spatial data, methods of tuning the tools of artificial neural networks are a confirmation of the wide possibilities of the considered technology of intelligent data processing.

Keywords:  digital geological model, Computer Algebra System Mathematica, interactive graphics visualization, artificial neural network.

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