Marta D'Elia - Böcker
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5 produkter
5 produkter
Nonlocal Integral Equation Continuum Models
Nonstandard Interaction Domains and Finite Element Discretizations
Häftad, Engelska, 2024
743 kr
Skickas inom 7-10 vardagar
The book presents the state of the art of nonlocal modeling and discretization and novel analyses of a class of nonstandard nonlocal models. These models have recently become a viable alternative to classical partial differential equations when the latter are unable to capture effects such as discontinuities and multiscale behavior in a system of interest. Because of their integral nature, nonlocal operators allow for the relaxation of regularity requirements on the solution and for capturing multiscale effects and thus have been successfully used in scientific and engineering applications such as diffusion processes, fracture mechanics, heterogeneous material response, subsurface transport, turbulence, and image processing, to name a few. Although the use of nonstandard models is novel, the book provides extensive background and a thorough analysis and description of their discretization methods, enabling it to serve as a gentle and practical introduction to nonlocal modeling for readers who are not familiar with nonlocality.
Del 137 - Lecture Notes in Computational Science and Engineering
Quantification of Uncertainty: Improving Efficiency and Technology
QUIET selected contributions
Inbunden, Engelska, 2020
1 064 kr
Skickas inom 10-15 vardagar
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.
Del 137 - Lecture Notes in Computational Science and Engineering
Quantification of Uncertainty: Improving Efficiency and Technology
QUIET selected contributions
Häftad, Engelska, 2021
1 064 kr
Skickas inom 10-15 vardagar
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.
Del 151 - Lecture Notes in Computational Science and Engineering
Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
RAMSES
Inbunden, Engelska, 2024
1 473 kr
Skickas inom 10-15 vardagar
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 parameter spaces. The book is a valuable resource for researchers, as well as masters and Ph.D students.
Del 151 - Lecture Notes in Computational Science and Engineering
Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators
RAMSES
Häftad, Engelska, 2025
1 473 kr
Skickas inom 10-15 vardagar
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 parameter spaces. The book is a valuable resource for researchers, as well as masters and Ph.D students.