Semi empirical Neural Network Modeling and Digital Twins Development

Written By Dmitriy Tarkhov
Semi empirical Neural Network Modeling and Digital Twins Development
  • Publsiher : Academic Press
  • Release : 23 November 2019
  • ISBN : 012815652X
  • Pages : 288 pages
  • Rating : /5 from reviews
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Download or read book entitled Semi empirical Neural Network Modeling and Digital Twins Development by author: Dmitriy Tarkhov which was release on 23 November 2019 and published by Academic Press with total page 288 pages . This book available in PDF, EPUB and Kindle Format. Semi-empirical Neural Network Modeling presents a new approach on how to quickly construct an accurate, multilayered neural network solution of differential equations. Current neural network methods have significant disadvantages, including a lengthy learning process and single-layered neural networks built on the finite element method (FEM). The strength of the new method presented in this book is the automatic inclusion of task parameters in the final solution formula, which eliminates the need for repeated problem-solving. This is especially important for constructing individual models with unique features. The book illustrates key concepts through a large number of specific problems, both hypothetical models and practical interest. Offers a new approach to neural networks using a unified simulation model at all stages of design and operation Illustrates this new approach with numerous concrete examples throughout the book Presents the methodology in separate and clearly-defined stages

Semi empirical Neural Network Modeling and Digital Twins Development

Semi empirical Neural Network Modeling and Digital Twins Development
  • Author : Dmitriy Tarkhov,Alexander Nikolayevich Vasilyev
  • Publisher : Academic Press
  • Release Date : 2019-11-23
  • Total pages : 288
  • ISBN : 012815652X
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Summary : Semi-empirical Neural Network Modeling presents a new approach on how to quickly construct an accurate, multilayered neural network solution of differential equations. Current neural network methods have significant disadvantages, including a lengthy learning process and single-layered neural networks built on the finite element method (FEM). The strength of the new ...

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Read online Scientific and Technical Aerospace Reports written by , published by which was released on 1992. Download full Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

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Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
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Summary : Read online Dissertation Abstracts International written by , published by which was released on 1993. Download full Dissertation Abstracts International Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Unknown
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  • Total pages : 694
  • ISBN : 012815652X
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Summary : Read online Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 287 written by , published by which was released on 1993. Download full Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 287 Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Unknown
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Summary : Read online International Aerospace Abstracts written by , published by which was released on 1999. Download full International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 012815652X
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Summary : A selection of annotated references to unclassified reports and journal articles that were introduced into the NASA scientific and technical information system and announced in Scientific and technical aerospace reports (STAR) and International aerospace abstracts (IAA)...

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
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Summary : Read online Documentation Abstracts written by , published by which was released on 1994. Download full Documentation Abstracts Books now! Available in PDF, ePub and Kindle....

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  • Author : Anonim
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Summary : Read online Government Reports Announcements Index written by , published by which was released on 1989. Download full Government Reports Announcements Index Books now! Available in PDF, ePub and Kindle....

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Summary : Read online Computer Control Abstracts written by , published by which was released on 1996. Download full Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....

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Summary : Read online Government Reports Annual Index written by , published by which was released on 1993. Download full Government Reports Annual Index Books now! Available in PDF, ePub and Kindle....

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  • Release Date : 2012-11-12
  • Total pages : 3250
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Summary : Volume is indexed by Thomson Reuters CPCI-S (WoS). The studies presented here cover composites, micro/nano-materials and equipment, metallic alloys, steels, polymer materials, optical/electronic/magnetic materials, energy materials and new energy technology, environmentally-friendly materials and waste utilization, biomaterials and preparation technology, thin films, structural materials and earthquake-resistant structures, functional ...

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  • Author : Anonim
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Summary : Read online Bibliography of Agriculture written by , published by which was released on 1999. Download full Bibliography of Agriculture Books now! Available in PDF, ePub and Kindle....

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  • Release Date : 2014-09-22
  • Total pages : 6532
  • ISBN : 012815652X
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Summary : Collection of selected, peer reviewed papers from the 2014 International Conference on Machine Tool Technology and Mechatronics Engineering (ICMTTME 2014), June 22-23, 2014, Guilin, Guangxi, China. The 1440 papers are grouped as follows: Chapter 1: Applied Mechanics, Chapter 2: Measurement and Instrumentation, Monitoring, Testing and Detection Technologies, Chapter 3: Numerical Methods, Computation Methods and Algorithms for Modeling, ...

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Summary : This volume presents papers selected from the international conference on Management, Manufacturing and Materials Engineering. The research fields include mainly Management Engineering, Manufacturing Engineering and Modelling, Systems Modelling and Simulation, Automation Control and Applications, Materials Science and Engineering, Computer Science and Logistics Engineering and Mechanical Science and Engineering. Most of ...

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  • Publisher : Springer Science & Business Media
  • Release Date : 2012-04-13
  • Total pages : 694
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Summary : FCCS2012 is an integrated conference concentrating its focus on Future Computer and Control Systems. “Advances in Future Computer and Control Systems” presents the proceedings of the 2012 International Conference on Future Computer and Control Systems(FCCS2012) held April 21-22,2012, in Changsha, China including recent research results on Future Computer and Control ...