Semi empirical Neural Network Modeling and Digital Twins Development

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

Produk Detail:

  • Author : Dmitriy Tarkhov
  • Publisher : Academic Press
  • Pages : 288 pages
  • ISBN : 012815652X
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKSemi empirical Neural Network Modeling and Digital Twins Development

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 : 23 November 2019
GET THIS BOOKSemi-empirical Neural Network Modeling and Digital Twins Development

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

Modern Information Technology and IT Education

Modern Information Technology and IT Education
  • Author : Vladimir Sukhomlin,Elena Zubareva
  • Publisher : Springer Nature
  • Release : 08 June 2021
GET THIS BOOKModern Information Technology and IT Education

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 in education; educational resources and best practices of IT-education; research and development in the field of new IT and their applications; scientific software in education and science; school education in

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 : 23 March 2022
GET THIS BOOKProceedings of the International Conference on Intelligent Vision and Computing (ICIVC 2021)

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 covered are intelligent systems, intelligent data analytics and computing, intelligent vision and applications collective intelligence, soft computing, optimization, cloud computing, machine learning, intelligent software, robotics, data science, data security, big

Industry 4.1

Industry 4.1
  • Author : Fan-Tien Cheng
  • Publisher : John Wiley & Sons
  • Release : 05 October 2021
GET THIS BOOKIndustry 4.1

Discover the future of manufacturing with this comprehensive introduction to Industry 4.0 technologies from a celebrated expert in the field Industry 4.1: Intelligent Manufacturing with Zero Defects delivers an in-depth exploration of the functions of intelligent manufacturing and its applications and implementations through the Intelligent Factory Automation (iFA) System Platform. The book’s distinguished editor offers readers a broad range of resources that educate and enlighten on topics as diverse as the Internet of Things, edge computing, cloud computing, and cyber-physical systems.

31st European Symposium on Computer Aided Process Engineering

31st European Symposium on Computer Aided Process Engineering
  • Author : Metin Türkay,Rafiqul Gani
  • Publisher : Elsevier
  • Release : 22 July 2021
GET THIS BOOK31st European Symposium on Computer Aided Process Engineering

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 in the chemical industries. Presents findings and discussions from the 31st European Symposium of Computer Aided Process Engineering (ESCAPE) event

Transforming the Workforce for Children Birth Through Age 8

Transforming the Workforce for Children Birth Through Age 8
  • Author : National Research Council,Institute of Medicine,Board on Children, Youth, and Families,Committee on the Science of Children Birth to Age 8: Deepening and Broadening the Foundation for Success
  • Publisher : National Academies Press
  • Release : 23 July 2015
GET THIS BOOKTransforming the Workforce for Children Birth Through Age 8

Children are already learning at birth, and they develop and learn at a rapid pace in their early years. This provides a critical foundation for lifelong progress, and the adults who provide for the care and the education of young children bear a great responsibility for their health, development, and learning. Despite the fact that they share the same objective - to nurture young children and secure their future success - the various practitioners who contribute to the care and

TinyML

TinyML
  • Author : Pete Warden,Daniel Situnayake
  • Publisher : O'Reilly Media
  • Release : 16 December 2019
GET THIS BOOKTinyML

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices. Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who

Nonlinear System Identification

Nonlinear System Identification
  • Author : Oliver Nelles
  • Publisher : Springer Science & Business Media
  • Release : 09 March 2013
GET THIS BOOKNonlinear System Identification

Written from an engineering point of view, this book covers the most common and important approaches for the identification of nonlinear static and dynamic systems. The book also provides the reader with the necessary background on optimization techniques, making it fully self-contained. The new edition includes exercises.

Integrating Engineering Education and Humanities for Global Intercultural Perspectives

Integrating Engineering Education and Humanities for Global Intercultural Perspectives
  • Author : Zhanna Anikina
  • Publisher : Springer Nature
  • Release : 06 May 2020
GET THIS BOOKIntegrating Engineering Education and Humanities for Global Intercultural Perspectives

This book presents papers from the International Conference on Integrating Engineering Education and Humanities for Global Intercultural Perspectives (IEEHGIP 2020), held on 25–27 March 2020. The conference brought together researchers and practitioners from various disciplines within engineering and humanities to offer a range of perspectives. Focusing on, but not limited to, Content and Language Integrated Learning (CLIL) in Russian education the book will appeal to a wide academic audience seeking ways to initiate positive changes in education.

Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future

Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future
  • Author : Theodor Borangiu,Damien Trentesaux,Paulo Leitão,Adriana Giret Boggino,Vicente Botti
  • Publisher : Springer
  • Release : 02 August 2019
GET THIS BOOKService Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future

This proceedings book presents selected peer-reviewed papers from the 9th International Workshop on ‘Service Oriented, Holonic and Multi-agent Manufacturing Systems for the Industry of the Future’ organized by Universitat Politècnica de València, Spain, and held on October 3–4, 2019. The SOHOMA 2019 Workshop aimed to foster innovation in the digital transformation of manufacturing and logistics by promoting new concepts and methods and solutions through service orientation in holonic and agent-based control with distributed intelligence. The book provides insights into the theme