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  • Machine Learning in Geomechanics 1

    Overview of Machine Learning, Unervised Learning, Regression, Classification and Artificial Neural Networks

    Bearbeitet von Ioannis Stefanou, Félix Darve …
    Serien series ISTE Consignment
    Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics.The two volumes of Machine Learning in Geomechanics aim to demystify machine learning. They present the main methods and provide examples of its applications in … Lesen Sie mehr

    € 130,99

  • Machine Learning in Geomechanics 2

    Data-Driven Modeling, Bayesian Inference, Physics- and Thermodynamics-based Artificial Neural Networks and Reinforcement Learning

    Bearbeitet von Ioannis Stefanou, Félix Darve …
    Serien series ISTE Consignment
    Machine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics.The two volumes of Machine Learning in Geomechanics aim to demystify machine learning. They present the main methods and provide examples of its applications in … Lesen Sie mehr

    € 130,99

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  • MATLAB for Neuroscientists

    An Introduction to Scientific Computing in MATLAB

    von Pascal Wallisch, Michael E. Lusignan, Marc D. Benayoun, Tanya I. Baker, Adam Seth Dickey, Nicholas G. Hatsopoulos …
    MATLAB for Neuroscientists: An Introduction to Scientific Computing in MATLAB is the first comprehensive teaching resource and textbook for the teaching of MATLAB in the Neurosciences and in Psychology. MATLAB is unique in that it can be used to learn the entire empirical and experimental process, including stimulus generation, experimental control, data collection, data analysis and modeling. … Lesen Sie mehr

    € 54,00

  • Comprehensive Chemometrics

    Chemical and Biochemical Data Analysis

    von Roma Tauler, Beata Walczak, Steven Brown …
    Designed to serve as the first point of reference on the subject, Comprehensive Chemometrics presents an integrated summary of the present state of chemical and biochemical data analysis and manipulation. The work covers all major areas ranging from statistics to data acquisition, analysis, and applications.This major reference work provides broad-ranging, validated summaries of the major topics … Lesen Sie mehr

    € 2.554,19

  • Handbook of Blind Source Separation

    Independent Component Analysis and Applications

    Bearbeitet von Pierre Comon, Christian Jutten …
    Edited by the people who were forerunners in creating the field, together with contributions from 34 leading international experts, this handbook provides the definitive reference on Blind Source Separation, giving a broad and comprehensive description of all the core principles and methods, numerical algorithms and major applications in the fields of telecommunications, biomedical engineering and … Lesen Sie mehr

    € 111,64

  • Deep Learning For Physics Research

    von 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 … Lesen Sie mehr

    € 33,21

  • MATLAB for Neuroscientists

    An Introduction to Scientific Computing in MATLAB

    von Michael E. Lusignan, Marc D. Benayoun, Tanya I. Baker, Adam Seth Dickey, Nicholas G. Hatsopoulos, Pascal Wallisch …
    MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and … Lesen Sie mehr

    € 61,15

  • Informed Machine Learning

    Bearbeitet von Daniel Schulz, Christian Bauckhage …
    Serien 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 … Lesen Sie mehr

    Kostenlos

  • Mathematics Of Autonomy: Mathematical Methods For Cyber-physical-cognitive Systems

    von Vladimir G Ivancevic, Darryn J Reid, Michael J Pilling …
    Mathematics of Autonomy provides solid mathematical foundations for building useful Autonomous Systems. It clarifies what makes a system autonomous rather than simply automated, and reveals the inherent limitations of systems currently incorrectly labeled as autonomous in reference to the specific and strong uncertainty that characterizes the environments they operate in. Such complex real-world … Lesen Sie mehr

    € 100,31

  • Object Detection and Recognition in Digital Images

    Theory and Practice

    von Boguslaw Cyganek …
    Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields.Key features:Explains the main … Lesen Sie mehr

    € 98,99

  • Machine Learning for Materials Discovery

    Numerical Recipes and Practical Applications

    von N. M. Anoop Krishnan, Hariprasad Kodamana, Ravinder Bhattoo …
    Serien series Physics and Astronomy (R0)
    Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple regression to advanced machine learning and optimization methods for applications in materials modeling and discovery. The book explains complex mathematical concepts in a lucid manner to ensure that readers from different materials domains are able to use these techniques … Lesen Sie mehr

    € 168,29

  • Artificial Intelligence for Scientific Discoveries

    Extracting Physical Concepts from Experimental Data Using Deep Learning

    von Raban Iten …
    Serien series Physics and Astronomy (R0)
    Will research soon be done by artificial intelligence, thereby making human researchers superfluous? This book explains modern approaches to discovering physical concepts with machine learning and elucidates their strengths and limitations. The automation of the creation of experimental setups and physical models, as well as model testing are discussed. The focus of the book is the automation of … Lesen Sie mehr

    € 128,69