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Showing 1 - 12 of 12 results for “gianluigi rozza”
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  • Scientific Machine Learning

    Emerging Topics

    Edited by Federico Pichi, Gianluigi Rozza, Maria Strazzullo, Davide Torlo ...
    Series series Springer Nature Proceedings excluding Computer Science
    This volume gathers peer-reviewed papers from the workshop Scientific Machine Learning: Emerging Topics, held at SISSA in Trieste, Italy. The event gathered leading researchers in mathematics, algorithms, and machine learning. Its goal was to advance the synergy between data-driven models and scientific computing, promoting robust, interpretable, and scalable methods. The works reflect major ... Read more

    $224.09 USD

  • Emerging Technologies in Computational Sciences for Industry, Sustainability and Innovation

    Math to Product

    Edited by Matteo Giacomini, Simona Perotto, Gianluigi Rozza ...
    Series series Springer Nature Proceedings excluding Computer Science
    This book presents up-to-date state of the art for industrial mathematics and covers emerging topics in computational sciences. Mathematical models and computational methods have gained an increasing importance in the simulation of real-world and industrial problems. The employment of such methodologies deeply changed the standard ways of conceiving daily industrial production and strategies for ... Read more

    $224.99 USD

  • Certified Reduced Basis Methods for Parametrized Partial Differential Equations

    by Jan S Hesthaven, Gianluigi Rozza, Benjamin Stamm ...
    Series series Mathematics and Statistics (R0)
    This book provides a thorough introduction to the mathematical and algorithmic aspects of certified reduced basis methods for parametrized partial differential equations. Central aspects ranging from model construction, error estimation and computational efficiency to empirical interpolation methods are discussed in detail for coercive problems. More advanced aspects associated with time-dependent ... Read more

    $76.99 USD

  • Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators

    RAMSES

    Edited by Gianluigi Rozza, Giovanni Stabile, Max Gunzburger, Marta D'Elia ...
    Series series Mathematics and Statistics (R0)
    This volume is focused on the review of recent algorithmic and mathematical advances and the development of new research directions for Mathematical Model Approximations via RAMSES (Reduced order models, Approximation theory, Machine learning, Surrogates, Emulators, Simulators) in the setting of parametrized partial differential equations also with sparse and noisy data in high-dimensional ... Read more

    $143.09 USD

  • Real Time Reduced Order Computational Mechanics

    Parametric PDEs Worked Out Problems

    by Gianluigi Rozza, Francesco Ballarin, Leonardo Scandurra, Federico Pichi ...
    Series series Mathematics and Statistics (R0)
    The book is made up by several worked out problems concerning the application of reduced order modeling to different parametric partial differential equations problems with an increasing degree of complexity.This work is based on some experience acquired during lectures and exercises in classes taught at SISSA Mathematics Area in the Doctoral Programme “Mathematical Analysis, Modelling and ... Read more

    $107.09 USD

  • Model Order Reduction and Applications

    Cetraro, Italy 2021

    by Michael Hinze, J. Nathan Kutz, Olga Mula, Karsten Urban ...
    Series series Mathematics and Statistics (R0)
    This book addresses the state of the art of reduced order methods for modelling and computational reduction of complex parametrised systems, governed by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques and applications in various fields.Consisting of four contributions presented at the CIME summer school, the book presents several points of ... Read more

    $58.99 USD

  • Quantification of Uncertainty: Improving Efficiency and Technology

    QUIET selected contributions

    Edited by Marta D'Elia, Max Gunzburger, Gianluigi Rozza ...
    Series series Mathematics and Statistics (R0)
    This book explores four guiding themes – reduced order modelling, high dimensional problems, efficient algorithms, and applications – by reviewing recent algorithmic and mathematical advances and the development of new research directions for uncertainty quantification in the context of partial differential equations with random inputs. Highlighting the most promising approaches for (near-) future ... Read more

    $89.09 USD

  • Numerical Methods for Flows

    FEF 2017 Selected Contributions

    Edited by Harald van Brummelen, Alessandro Corsini, Simona Perotto, Gianluigi Rozza ...
    Series series Mathematics and Statistics (R0)
    This book includes selected contributions on applied mathematics, numerical analysis, numerical simulation and scientific computing related to fluid mechanics problems, presented at the FEF-“Finite Element for Flows” conference, held in Rome in spring 2017. Written by leading international experts and covering state-of-the-art topics in numerical simulation for flows, it provides fascinating ... Read more

    $89.99 USD

  • Model Reduction of Parametrized Systems

    Edited by Peter Benner, Mario Ohlberger, Anthony Patera, Gianluigi Rozza, Karsten Urban ...
    Series series Mathematics and Statistics (R0)
    The special volume offers a global guide to new concepts and approaches concerning the following topics: reduced basis methods, proper orthogonal decomposition, proper generalized decomposition, approximation theory related to model reduction, learning theory and compressed sensing, stochastic and high-dimensional problems, system-theoretic methods, nonlinear model reduction, reduction of coupled ... Read more

    $134.99 USD

  • Modeling of Physiological Flows

    Edited by Davide Ambrosi, Alfio Quarteroni, Gianluigi Rozza ...
    Series series Mathematics and Statistics (R0)
    This book offers a mathematical update of the state of the art of the research in the field of mathematical and numerical models of the circulatory system. It is structured into different chapters, written by outstanding experts in the field. Many fundamental issues are considered, such as: the mathematical representation of vascular geometries extracted from medical images, modelling blood ... Read more

    $49.49 USD

  • Mathematical and Numerical Modeling of the Cardiovascular System and Applications

    Edited by Daniele Boffi, Luca F. Pavarino, Gianluigi Rozza, Simone Scacchi, Christian Vergara ...
    Series series Mathematics and Statistics (R0)
    The book comprises contributions by some of the most respected scientists in the field of mathematical modeling and numerical simulation of the human cardiocirculatory system. It covers a wide range of topics, from the assimilation of clinical data to the development of mathematical and computational models, including with parameters, as well as their efficient numerical solution, and both in-vivo ... Read more

    $89.99 USD

  • Reduced Order Methods for Modeling and Computational Reduction

    Edited by Alfio Quarteroni, Gianluigi Rozza ...
    Series series Mathematics and Statistics (R0)
    This monograph addresses the state of the art of reduced order methods for modeling and computational reduction of complex parametrized systems, governed by ordinary and/or partial differential equations, with a special emphasis on real time computing techniques and applications in computational mechanics, bioengineering and computer graphics.Several topics are covered, including: design, ... Read more

    $89.99 USD