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 : 4/5 from 21 reviews
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Read or download book entitled Semi empirical Neural Network Modeling and Digital Twins Development written by Dmitriy Tarkhov which was release on 23 November 2019, this book published by Academic Press. Available in PDF, EPUB and Kindle Format. Book excerpt: 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,Elena Zubareva
  • Publisher : Springer Nature
  • Release Date : 2021-06-08
  • Total pages : 332
  • ISBN : 012815652X
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Summary : This book constitutes the refereed proceedings of the 12th International Conference on Modern Information Technology and IT Education, held in Moscow, Russia, in November 2017. The 30 papers presented were carefully reviewed and selected from 126 submissions. The papers are organized according to the following topics: IT-education: methodology, methodological support; e-learning and IT ...

Proceedings of the International Conference on Intelligent Vision and Computing ICIVC 2021

Proceedings of the International Conference on Intelligent Vision and Computing  ICIVC 2021
  • Author : Harish Sharma,Vijay Kumar Vyas,Rajesh Kumar Pandey,Mukesh Prasad
  • Publisher : Springer Nature
  • Release Date : 2022-03-23
  • Total pages : 582
  • ISBN : 012815652X
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Summary : This book gathers outstanding research papers presented at the International Conference on Intelligent Vision and Computing (ICIVC 2021), held online during October 03–04, 2021. ICIVC 2021 is organised by Sur University, Oman. The book presents novel contributions in intelligent vision and computing and serves as reference material for beginners and advanced research. The topics ...

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 : 2021-07-22
  • 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 ...

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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Summary : Download or read online Scientific and Technical Aerospace Reports written by , published by which was released on 1995. Get Scientific and Technical Aerospace Reports Books now! Available in PDF, ePub and Kindle....

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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Summary : Download or read online Cumulated Index Medicus written by , published by which was released on 1989. Get Cumulated Index Medicus Books now! Available in PDF, ePub and Kindle....

Dissertation Abstracts International

Dissertation Abstracts International
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 012815652X
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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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Summary : Download or read online International Aerospace Abstracts written by , published by which was released on 1999. Get International Aerospace Abstracts Books now! Available in PDF, ePub and Kindle....

Documentation Abstracts

Documentation Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1994
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Download or read online Documentation Abstracts written by , published by which was released on 1994. Get Documentation Abstracts Books now! Available in PDF, ePub and Kindle....

Government Reports Announcements Index

Government Reports Announcements   Index
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1989
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Download or read online Government Reports Announcements Index written by , published by which was released on 1989. Get Government Reports Announcements Index Books now! Available in PDF, ePub and Kindle....

Government Reports Annual Index

Government Reports Annual Index
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1993
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Download or read online Government Reports Annual Index written by , published by which was released on 1993. Get Government Reports Annual Index Books now! Available in PDF, ePub and Kindle....

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 : Download or read online Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 274 written by , published by which was released on 1992. Get Aeronautical Engineering A Cumulative Index to a Continuing Bibliography supplement 274 Books now! Available in PDF, ePub and Kindle....

Computer Control Abstracts

Computer   Control Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1996
  • Total pages : 212
  • ISBN : 012815652X
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Summary : Download or read online Computer Control Abstracts written by , published by which was released on 1996. Get Computer Control Abstracts Books now! Available in PDF, ePub and Kindle....