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 ...

Modern Information Technology and IT Education

Modern Information Technology and IT Education
  • Author : Vladimir Sukhomlin
  • Publisher : Springer Nature
  • Release Date : 2021-07-25
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Read online Modern Information Technology and IT Education written by Vladimir Sukhomlin, published by Springer Nature which was released on . Download full Modern Information Technology and IT Education Books now! Available in PDF, ePub and Kindle....

31st European Symposium on Computer Aided Process Engineering

31st European Symposium on Computer Aided Process Engineering
  • Author : Metin Türkay,Rafiqul Gani
  • Publisher : Elsevier
  • Release Date : 2021-06-25
  • Total pages : 2140
  • ISBN : 012815652X
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Summary : The 31st European Symposium on Computer Aided Process Engineering: ESCAPE-31, Volume 50 contains the papers presented at the 31st European Symposium of Computer Aided Process Engineering (ESCAPE) event held in Istanbul, Turkey. It is a valuable resource for chemical engineers, chemical process engineers, researchers in industry and academia, students and consultants ...

Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 287

Aeronautical Engineering  A Cumulative Index to a Continuing Bibliography  supplement 287
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 694
  • ISBN : 012815652X
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Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 012815652X
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Documentation Abstracts

Documentation Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 012815652X
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Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
  • Total pages : 212
  • ISBN : 012815652X
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Government Reports Annual Index

Government Reports Annual Index
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
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Aeronautical Engineering

Aeronautical Engineering
  • 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)...

Cumulated Index Medicus

Cumulated Index Medicus
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 012815652X
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Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
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Index Medicus

Index Medicus
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2003
  • Total pages : 212
  • ISBN : 012815652X
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International Aerospace Abstracts

International Aerospace Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 012815652X
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Government Reports Announcements Index

Government Reports Announcements   Index
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
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Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 274

Aeronautical Engineering  A Cumulative Index to a Continuing Bibliography  supplement 274
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1992
  • Total pages : 642
  • ISBN : 012815652X
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Summary : Read online Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 274 written by , published by which was released on 1992. Download full Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 274 Books now! Available in PDF, ePub and Kindle....