The NNTMM code: Mathematical modeling, optimization, and data analysis through neural networks The concept, functional capabilities, graphic interface, and application technology for the NNTMM code (Neural Network Tool for Mathematical Modeling), designed for analyzing large amounts of experimental and computational data in an interactive mode, are described. The software can be used to solve a wide range of applied problems where automated extraction of meaningful information from randomly presented data is required, along with data classification, clear representation of established relationships and dependences, analysis of parameter importance, and prediction. Examples of using the NNTMM code to analyze data in controlled nuclear fusion problems are presented.
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- Kostomarov, D. P.; Zaitsev, F. S.; Luk’yanitsa, A. A.; Shishkin, A. G.; Anikeev, F. A.; Zlobin, V. V.: The NNTMM code: Mathematical modeling, optimization, and data analysis through neural networks (2013)