Creation of an artificial intelligence system for analysis of theoretical Current-Voltage Curves

<p>We have developed the "Deep learning for CVC 0.1" software package, which contains databases and knowledge bases of theoretical Current-Voltage Curve (CVC) using the method of deep machine learning (Deep learning). The developed software package allows you to simulate mass transfe...

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Bibliographic Details
Main Authors: AV Kovalenko (Author), MKh Urtenov (Author)
Format: Book
Published: Trends in Computer Science and Information Technology - Peertechz Publications, 2020-06-19.
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Summary:<p>We have developed the "Deep learning for CVC 0.1" software package, which contains databases and knowledge bases of theoretical Current-Voltage Curve (CVC) using the method of deep machine learning (Deep learning). The developed software package allows you to simulate mass transfer in Electromembrane Systems (EMS), which has a single interface with a built-in help system, analysis and synthesis of current-voltage characteristics. The software package was implemented using the software platform for computer modeling of physical processes COMSOL Multiphysics 5.5 and the application development environment COMSOL Multiphysics Application Builder, Java, Python, using the libraries OpenCV, TensorFlow, Keras.</p>
DOI:10.17352/tcsit.000011