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1 - 12 de 12 resultados para “karim cherifi”
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  • Physics-Based and Data-Driven Modeling for Digital Twins

    Edición de Karim Cherifi, Ion Victor Gosea ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book presents a compelling and up-to-date exploration of modeling techniques for digital twins, a transformative concept revolutionizing how physical assets are designed, operated, optimized, and managed throughout their lifecycle. Digital twins are precise virtual counterparts of physical systems, capable of integrating real-time data to offer dynamic, predictive insights into system ... Leer más

    $197.09 USD

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  • Deep Learning For Physics Research

    de Martin Erdmann, Jonas Glombitza, Gregor Kasieczka, Uwe Klemradt ...
    A core principle of physics is knowledge gained from data. Thus, deep learning has instantly entered physics and may become a new paradigm in basic and applied research.This textbook addresses physics students and physicists who want to understand what deep learning actually means, and what is the potential for their own scientific projects. Being familiar with linear algebra and parameter ... Leer más

    $35.99 USD

  • Informed Machine Learning

    Edición de Daniel Schulz, Christian Bauckhage ...
    Series series Cognitive Technologies
    This open access book presents the concept of Informed Machine Learning and demonstrates its practical use with a compelling collection of applications of this paradigm in industrial and business use cases. These range from health care over manufacturing and material science to more advanced combinations with deep learning, say, in the form of physical informed neural networks. The book is ... Leer más

    Gratis

  • Analysis and Synthesis of Fault-Tolerant Control Systems

    de Magdi S. Mahmoud, Yuanqing Xia ...
    In recent years, control systems have become more sophisticated in order to meet increased performance and safety requirements for modern technological systems. Engineers are becoming more aware that conventional feedback control design for a complex system may result in unsatisfactory performance, or even instability, in the event of malfunctions in actuators, sensors or other system components. ... Leer más

    $121.00 USD

  • Modeling and Simulation of Systems Using MATLAB and Simulink

    de Devendra K. Chaturvedi ...
    Not only do modeling and simulation help provide a better understanding of how real-world systems function, they also enable us to predict system behavior before a system is actually built and analyze systems accurately under varying operating conditions. Modeling and Simulation of Systems Using MATLAB® and Simulink® provides comprehensive, state-of-the-art coverage of all the important aspects of ... Leer más

    $233.99 USD

  • Multisensor Data Fusion

    From Algorithms and Architectural Design to Applications

    Edición de Hassen Fourati ...
    Series series Devices, Circuits, and Systems
    Multisensor Data Fusion: From Algorithms and Architectural Design to Applications covers the contemporary theory and practice of multisensor data fusion, from fundamental concepts to cutting-edge techniques drawn from a broad array of disciplines. Featuring contributions from the world’s leading data fusion researchers and academicians, this authoritative book:Presents state-of-the-art advances in ... Leer más

    $84.99 USD

  • Manifold Learning

    Model Reduction in Engineering

    de David Ryckelynck, Fabien Casenave, Nissrine Akkari ...
    Series series Computer Science (R0)
    This Open Access book reviews recent theoretical and numerical developments in nonlinear model order reduction in continuum mechanics, being addressed to Master and PhD students, as well as to researchers, lecturers and instructors. The aim of the authors is to provide tools for a better understanding and implement reduced order models by using: physics-based models, synthetic data forecast by ... Leer más

    Gratis

  • Reinforcement Learning and Approximate Dynamic Programming for Feedback Control

    Edición de Frank L. Lewis, Derong Liu ...
    Series Libro 17 - IEEE Press Series on Computational Intelligence
    Reinforcement learning (RL) and adaptive dynamic programming (ADP) has been one of the most critical research fields in science and engineering for modern complex systems. This book describes the latest RL and ADP techniques for decision and control in human engineered systems, covering both single player decision and control and multi-player games. Edited by the pioneers of RL and ADP research, ... Leer más

    $148.00 USD

  • Handbook of Reinforcement Learning and Control

    Edición de Kyriakos G. Vamvoudakis, Yan Wan, Frank L. Lewis, Derya Cansever ...
    Series series Intelligent Technologies and Robotics (R0)
    This handbook presents state-of-the-art research in reinforcement learning, focusing on its applications in the control and game theory of dynamic systems and future directions for related research and technology.The contributions gathered in this book deal with challenges faced when using learning and adaptation methods to solve academic and industrial problems, such as optimization in dynamic ... Leer más

    $251.99 USD

  • Machine Learning and Knowledge Discovery in Databases. Research Track

    European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part III

    Edición de Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, Jose A. Lozano ...
    Series Libro 3 - Springer Nature Proceedings Computer Science
    The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these ... Leer más

    $143.09 USD

  • Visual Quality Assessment by Machine Learning

    de Long Xu, C.-C. Jay Kuo, Weisi Lin ...
    Series series Engineering (R0)
    The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed ML ... Leer más

    $49.49 USD

  • Mathematical Problems in Data Science

    Theoretical and Practical Methods

    de Li M. Chen, Zhixun Su, Bo Jiang ...
    Series series Computer Science (R0)
    This book describes current problems in data science and Big Data. Key topics are data classification, Graph Cut, the Laplacian Matrix, Google Page Rank, efficient algorithms, hardness of problems, different types of big data, geometric data structures, topological data processing, and various learning methods. For unsolved problems such as incomplete data relation and reconstruction, the book ... Leer más

    $107.99 USD