Semi empirical Neural Network Modeling and Digital Twins Development
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- Author : Dmitriy Tarkhov
- Publisher : Academic Press
- Release : 23 November 2019
- ISBN : 9780128156520
- Page : 288 pages
- Rating : 4.5/5 from 103 voters
Semi empirical Neural Network Modeling and Digital Twins Development Book PDF 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 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
- Author : Dmitriy Tarkhov,Alexander Nikolayevich Vasilyev
- Publisher : Academic Press
- Release Date : 2019-11-23
- ISBN : 9780128156520
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
- Author : Vladimir Sukhomlin,Elena Zubareva
- Publisher : Springer Nature
- Release Date : 2021-06-08
- ISBN : 9783030782733
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)
- Author : Harish Sharma,Vijay Kumar Vyas,Rajesh Kumar Pandey,Mukesh Prasad
- Publisher : Springer Nature
- Release Date : 2022-03-23
- ISBN : 9783030971960
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
31st European Symposium on Computer Aided Process Engineering
- Author : Metin Türkay,Rafiqul Gani
- Publisher : Elsevier
- Release Date : 2021-07-22
- ISBN : 9780323885133
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
Industry 4.1
- Author : Fan-Tien Cheng
- Publisher : John Wiley & Sons
- Release Date : 2021-10-05
- ISBN : 9781119739890
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.
Scientific and Technical Aerospace Reports
- Author : Anonim
- Publisher : Unknown
- Release Date : 1994
- ISBN : UIUC:30112067190022
Aeronautical Engineering
- Author : Anonim
- Publisher : Unknown
- Release Date : 1993
- ISBN : STANFORD:36105012119850
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)
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 Date : 2015-07-23
- ISBN : 9780309324885
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
Cumulated Index Medicus
- Author : Anonim
- Publisher : Unknown
- Release Date : 1989
- ISBN : UIUC:30112023522599
Advances in Neural Computation, Machine Learning, and Cognitive Research IV
- Author : Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev
- Publisher : Springer Nature
- Release Date : 2020-10-01
- ISBN : 9783030605773
This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXII International Conference on Neuroinformatics, held
Integrating Engineering Education and Humanities for Global Intercultural Perspectives
- Author : Zhanna Anikina
- Publisher : Springer Nature
- Release Date : 2020-05-06
- ISBN : 9783030474157
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.
Dissertation Abstracts International
- Author : Anonim
- Publisher : Unknown
- Release Date : 1993
- ISBN : STANFORD:36105020027426
Mechatronic Futures
- Author : Peter Hehenberger,David Bradley
- Publisher : Springer
- Release Date : 2016-06-10
- ISBN : 9783319321561
Offering a comprehensive overview of the challenges, risks and options facing the future of mechatronics, this book provides insights into how these issues are currently assessed and managed. Building on the previously published book ‘Mechatronics in Action,’ it identifies and discusses the key issues likely to impact on future mechatronic systems. It supports mechatronics practitioners in identifying key areas in design, modeling and technology and places these in the wider context of concepts such as cyber-physical systems and the Internet
Index Medicus
- Author : Anonim
- Publisher : Unknown
- Release Date : 2004
- ISBN : OSU:32436011091632
Documentation Abstracts
- Author : Anonim
- Publisher : Unknown
- Release Date : 1994
- ISBN : UOM:39015082969356