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Semi-empirical Neural Network Modeling and Digital Twins Development

Semi-empirical Neural Network Modeling and Digital Twins Development
A Book

by Dmitriy Tarkhov,Alexander Nikolayevich Vasilyev

  • Publisher : Academic Press
  • Release : 2019-11-23
  • Pages : 288
  • ISBN : 012815652X
  • Language : En, Es, Fr & De
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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

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports
Index

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1992
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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STAR

STAR
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1994
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.

Advances in Neural Computation, Machine Learning, and Cognitive Research II

Advances in Neural Computation, Machine Learning, and Cognitive Research II
Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia

by Boris Kryzhanovsky,Witali Dunin-Barkowski,Vladimir Redko,Yury Tiumentsev

  • Publisher : Springer
  • Release : 2018-10-06
  • Pages : 344
  • ISBN : 3030013286
  • Language : En, Es, Fr & De
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This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems 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 XX International Conference on Neuroinformatics, held in Moscow, Russia on October 8–12, 2018.

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
Proceedings of SOHOMA 2019

by Theodor Borangiu,Damien Trentesaux,Paulo Leitão,Adriana Giret Boggino,Vicente Botti

  • Publisher : Springer
  • Release : 2019-08-02
  • Pages : 440
  • ISBN : 3030274772
  • Language : En, Es, Fr & De
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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 of the SOHOMA’19 Workshop – ‘Smart anything everywhere – the vertical and horizontal manufacturing integration, ’ addressing ‘Industry of the Future’ (IoF), a term used to describe the 4th industrial revolution initiated by a new generation of adaptive, fully connected, analytical and highly efficient robotized manufacturing systems. This global IoF model describes a new stage of manufacturing, that is fully automatized and uses advanced information, communication and control technologies such as industrial IoT, cyber-physical production systems, cloud manufacturing, resource virtualization, product intelligence, and digital twin, edge and fog computing. It presents the IoF interconnection of distributed manufacturing entities using a ‘system-of-systems’ approach, discussing new types of highly interconnected and self-organizing production resources in the entire value chain; and new types of intelligent decision-making support based on from real-time production data collected from resources, products and machine learning processing. This book is intended for researchers and engineers working in the manufacturing value chain, and specialists developing computer-based control and robotics solutions for the ‘Industry of the Future’. It is also a valuable resource for master’s and Ph.D. students in engineering sciences programs.

Industry 4.0 for SMEs

Industry 4.0 for SMEs
Challenges, Opportunities and Requirements

by Dominik T. Matt,Vladimír Modrák,Helmut Zsifkovits

  • Publisher : Springer Nature
  • Release : 2020-01-01
  • Pages : 412
  • ISBN : 3030254259
  • Language : En, Es, Fr & De
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This open access book explores the concept of Industry 4.0, which presents a considerable challenge for the production and service sectors. While digitization initiatives are usually integrated into the central corporate strategy of larger companies, smaller firms often have problems putting Industry 4.0 paradigms into practice. Small and medium-sized enterprises (SMEs) possess neither the human nor financial resources to systematically investigate the potential and risks of introducing Industry 4.0. Addressing this obstacle, the international team of authors focuses on the development of smart manufacturing concepts, logistics solutions and managerial models specifically for SMEs. Aiming to provide methodological frameworks and pilot solutions for SMEs during their digital transformation, this innovative and timely book will be of great use to scholars researching technology management, digitization and small business, as well as practitioners within manufacturing companies.

Surrogate-Based Modeling and Optimization

Surrogate-Based Modeling and Optimization
Applications in Engineering

by Slawomir Koziel,Leifur Leifsson

  • Publisher : Springer Science & Business Media
  • Release : 2013-06-06
  • Pages : 412
  • ISBN : 1461475511
  • Language : En, Es, Fr & De
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Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, even more importantly, to adjust parameters of the system to have it meet given performance requirements. Unfortunately, accurate simulations are often computationally very expensive with evaluation times as long as hours or even days per design, making design automation using conventional methods impractical. These and other problems can be alleviated by the development and employment of so-called surrogates that reliably represent the expensive, simulation-based model of the system or device of interest but they are much more reasonable and analytically tractable. This volume features surrogate-based modeling and optimization techniques, and their applications for solving difficult and computationally expensive engineering design problems. It begins by presenting the basic concepts and formulations of the surrogate-based modeling and optimization paradigm and then discusses relevant modeling techniques, optimization algorithms and design procedures, as well as state-of-the-art developments. The chapters are self-contained with basic concepts and formulations along with applications and examples. The book will be useful to researchers in engineering and mathematics, in particular those who employ computationally heavy simulations in their design work.

Remote Sensing of the Environment and Radiation Transfer

Remote Sensing of the Environment and Radiation Transfer
An Introductory Survey

by Anatoly Kuznetsov,Irina Melnikova,Dmitry Pozdnyakov,Olga Seroukhova,Alexander Vasilyev

  • Publisher : Springer Science & Business Media
  • Release : 2012-01-25
  • Pages : 186
  • ISBN : 3642148999
  • Language : En, Es, Fr & De
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The interaction of the solar and heat radiation with the atmosphere and surface is the subject of the book. It is useful also for wide circle scientists involved in environmental studies. The book contains the description of 17 computer studying programs supporting different topics of courses. It includes only the base ground for comprehension of key topics and provides the accomplishment of practical works with using specially elaborated computer programs. Themes of practical works reflect main sections of mentioned courses of lectures. The packet of computer programs is added for solution of direct and inverse problems. It promotes deep and reliable comprehension of corresponding topics by students. All described approaches and computer programs are valuable resources for solving radiative transfer problems and they could be used by students for courses and diploma studies concerned atmospheric optics.

Advanced Information Systems Engineering

Advanced Information Systems Engineering
32nd International Conference, CAiSE 2020, Grenoble, France, June 8–12, 2020, Proceedings

by Schahram Dustdar,Eric Yu,Camille Salinesi,Dominique Rieu,Vik Pant

  • Publisher : Springer Nature
  • Release : 2020-06-02
  • Pages : 574
  • ISBN : 3030494357
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 32nd International Conference on Advanced Information Systems Engineering, CAiSE 2020, held in Grenoble, France, in June 2020.* The 33 full papers presented in this volume were carefully reviewed and selected from 185 submissions. The book also contains one invited talk in full paper length. The papers were organized in topical sections named: distributed applications; AI and big data in IS; process mining and analysis; requirements and modeling; and information systems engineering. Abstracts on the CAiSE 2020 tutorials can be found in the back matter of the volume. *The conference was held virtually due to the COVID-19 pandemic.

Dissertation Abstracts International

Dissertation Abstracts International
The sciences and engineering. B

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1993
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Aeronautical Engineering: A Cumulative Index to a Continuing Bibliography (supplement 287)

Aeronautical Engineering: A Cumulative Index to a Continuing Bibliography (supplement 287)
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1993
  • Pages : 694
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Hands-On JavaScript High Performance

Hands-On JavaScript High Performance
Build faster web apps using Node.js, Svelte.js, and WebAssembly

by Justin Scherer

  • Publisher : Packt Publishing Ltd
  • Release : 2020-02-28
  • Pages : 376
  • ISBN : 183882586X
  • Language : En, Es, Fr & De
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An example-driven guide covering modern web app development techniques and emerging technologies such as WebAssembly, Service Workers, and Svelte.js to build faster, secure, and scalable apps Key Features Discover effective techniques for accessing DOM, minimizing painting, and using a V8 engine to optimize JavaScript Understand what makes the web tick and create apps that look and feel like native desktop applications Explore modern JavaScript frameworks like Svelte.js for building next-gen web apps Book Description High-performance web development is all about cutting through the complexities in different layers of a web app and building services and APIs that improve the speed and performance of your apps on the browser. With emerging web technologies, building scalable websites and sustainable web apps is smoother than ever. This book starts by taking you through the web frontend, popular web development practices, and the latest version of ES and JavaScript. You'll work with Node.js and learn how to build web apps without a framework. The book consists of three hands-on examples that help you understand JavaScript applications at both the server-side and the client-side using Node.js and Svelte.js. Each chapter covers modern techniques such as DOM manipulation and V8 engine optimization to strengthen your understanding of the web. Finally, you’ll delve into advanced topics such as CI/CD and how you can harness their capabilities to speed up your web development dramatically. By the end of this web development book, you'll have understood how the JavaScript landscape has evolved, not just for the frontend but also for the backend, and be ready to use new tools and techniques to solve common web problems. What you will learn Explore Vanilla JavaScript for optimizing the DOM, classes, and modules, and querying with jQuery Understand immutable and mutable code and develop faster web apps Delve into Svelte.js and use it to build a complete real-time Todo app Build apps to work offline by caching calls using service workers Write C++ native code and call the WebAssembly module with JavaScript to run it on a browser Implement CircleCI for continuous integration in deploying your web apps Who this book is for This JavaScript book is for web developers, C/C++ programmers, and anyone who wants to build robust web applications using advanced web technologies. This book assumes a good grasp of Vanilla JavaScript and an understanding of web development tools, such as Chrome Developer tools or Mozilla’s developer tools.

Deliberately Digital

Deliberately Digital
Rewriting Enterprise DNA for Enduring Success

by Hubert Tardieu,David Daly,José Esteban-Lauzán,John Hall,George Miller

  • Publisher : Springer Nature
  • Release : 2020-02-05
  • Pages : 314
  • ISBN : 3030379558
  • Language : En, Es, Fr & De
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The digital revolution is changing virtually every aspect of the business world. However, most attempts at the digital transformation of enterprises fail – largely because of a lack of comprehensive and coherent strategy. This book takes lessons learned from the rise of the digital platform giants and explores how they can be adapted and effectively applied to established businesses, allowing them to compete within the new digital business paradigm. Offering a holistic perspective on the business and technology landscape, the book describes the megatrends, evolution and impact of digital technologies and business models. It brings together what for many is a disjointed set of business transformation imperatives, to provide a practical guide to digital success. Drawing on the authors’ decades of experience in supporting transformation and innovation, the book lays out a path to a progressive iteration of business change and value realization, balancing the perspectives of revolutionary transformation and change-enabling optimization.

The Nature of Statistical Learning Theory

The Nature of Statistical Learning Theory
A Book

by Vladimir N. Vapnik

  • Publisher : Springer Science & Business Media
  • Release : 2013-04-17
  • Pages : 188
  • ISBN : 1475724403
  • Language : En, Es, Fr & De
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The aim of this book is to discuss the fundamental ideas which lie behind the statistical theory of learning and generalization. It considers learning from the general point of view of function estimation based on empirical data. Omitting proofs and technical details, the author concentrates on discussing the main results of learning theory and their connections to fundamental problems in statistics. These include: - the general setting of learning problems and the general model of minimizing the risk functional from empirical data - a comprehensive analysis of the empirical risk minimization principle and shows how this allows for the construction of necessary and sufficient conditions for consistency - non-asymptotic bounds for the risk achieved using the empirical risk minimization principle - principles for controlling the generalization ability of learning machines using small sample sizes - introducing a new type of universal learning machine that controls the generalization ability.

International Aerospace Abstracts

International Aerospace Abstracts
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1999
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Recent Trends in Intelligent Computing, Communication and Devices

Recent Trends in Intelligent Computing, Communication and Devices
Proceedings of ICCD 2018

by Vipul Jain,Srikanta Patnaik,Florin Popențiu Vlădicescu,Ishwar K. Sethi

  • Publisher : Springer Nature
  • Release : 2019-10-02
  • Pages : 1095
  • ISBN : 9811394067
  • Language : En, Es, Fr & De
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This book gathers a collection of high-quality, peer-reviewed research papers presented at the International Conference on Intelligent Computing, Communication and Devices (ICCD 2018), which address three core dimensions of the intelligent sciences—intelligent computing, intelligent communication, and intelligent devices. Intelligent computing includes areas such as intelligent and distributed computing, intelligent grid and cloud computing, Internet of Things, soft computing and engineering applications, data mining and knowledge discovery, semantic and web technology, hybrid systems, agent computing, bioinformatics, and recommendation systems. In turn, intelligent communication is concerned with communication and network technologies, such as mobile broadband and all-optical networks, which are the key to groundbreaking advances in intelligent communication technologies. It includes communication hardware, software and networked intelligence, mobile technologies, machine-to-machine communication networks, speech and natural language processing, routing techniques and network analytics, wireless ad hoc and sensor networks, communications and information security, signal, image and video processing, network management, and traffic engineering. Lastly, intelligent devices refer to any equipment, instruments, or machines that have their own computing capability, and covers areas such as embedded systems, radiofrequency identification (RFID), radiofrequency microelectromechanical systems (RF MEMS), very large-scale integration (VLSI) design and electronic devices, analog and mixed-signal integrated circuit (IC) design and testing, microelectromechanical systems (MEMS) and microsystems, solar cells and photonics, nanodevices, single electron and spintronic devices, space electronics, and intelligent robotics.

Soft Computing and Signal Processing

Soft Computing and Signal Processing
Proceedings of 2nd ICSCSP 2019

by V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,K. T. V. Reddy

  • Publisher : Springer Nature
  • Release : 2020-03-13
  • Pages : 771
  • ISBN : 9811524750
  • Language : En, Es, Fr & De
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This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Second International Conference on Soft Computing and Signal Processing (ICSCSP 2019). The respective contributions address topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, and discuss various aspects of these topics, e.g. technological considerations, product implementation, and application issues.

Digital Terrain Modeling

Digital Terrain Modeling
Principles and Methodology

by Zhilin Li,Christopher Zhu,Chris Gold

  • Publisher : CRC Press
  • Release : 2004-11-29
  • Pages : 323
  • ISBN : 9780203486740
  • Language : En, Es, Fr & De
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Written by experts, Digital Terrain Modeling: Principles and Methodology provides comprehensive coverage of recent developments in the field. The topics include terrain analysis, sampling strategy, acquisition methodology, surface modeling principles, triangulation algorithms, interpolation techniques, on-line and off-line quality control in data acquisition, DTM accuracy assessment and mathematical models for DTM accuracy prediction, multi-scale representation, data management, contouring, visual analysis (or visualization), the derivation of various types of terrain parameters, and future development and applications.

Introduction To The Theory Of Neural Computation

Introduction To The Theory Of Neural Computation
A Book

by John A. Hertz

  • Publisher : CRC Press
  • Release : 2018-03-08
  • Pages : 352
  • ISBN : 0429968213
  • Language : En, Es, Fr & De
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Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.

Virtually Perfect

Virtually Perfect
Driving Innovative and Lean Products Through Product Lifecycle Management

by Michael Grieves

  • Publisher : Unknown Publisher
  • Release : 2011
  • Pages : 382
  • ISBN : 9780982138007
  • Language : En, Es, Fr & De
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