Ergebnisse für: Hyper-reduction

Hier findest Du Bücher, die sich mit Hyper-reduction beschäftigen.

Buch Cover Manifold Learning
Manifold Learning
David Ryckelynck, Fabien Casenave, Nissrine Akkari
Springer International Publishing
32.09 € · Hardcover
Computational Mechanics Data Augmentation Deep Learning Digital Twining Dimensionality Reduction GenericROM Library High-Fidelity Model Hyper-reduction Image-based Digital Twins Manifold Learning Model Order Reduction Mordicus Multiphysics Modeling Open Access
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 understandi...
Buch Cover The Concept of Reduction
The Concept of Reduction
Raphael van Riel
Springer International Publishing
53.49 € · Hardcover
Conceptions of Reduction in the Philosophy of Science Definition Reduction Functional Reduction How to Approach Reduction Hyper-Intensionality Identity in Mechanistic Explanation Mechanistic Explanation Metaphysical Explanation Metaphysical dependence Metaphysics Naturalism Non-Reductive Physicalism Ontological Reduction Physicalism Reduction Water H2O
This volume investigates the notion of reduction. Building on the idea that philosophers employ the term ‘reduction’ to reconcile diversity and directionality with unity, without relying on elimination, the book offers a powerful explication of an “ontological”, notion of reduction the ...
Buch Cover The Concept of Reduction
The Concept of Reduction
Raphael van Riel
Springer International Publishing
53.49 € · eBook
Conceptions of Reduction in the Philosophy of Science Definition Reduction Functional Reduction How to Approach Reduction Hyper-Intensionality Identity in Mechanistic Explanation Mechanistic Explanation Metaphysical Explanation Metaphysical dependence Metaphysics Naturalism Non-Reductive Physicalism Ontological Reduction Physicalism Reduction Water H2O
This volume investigates the notion of reduction. Building on the idea that philosophers employ the term ‘reduction’ to reconcile diversity and directionality with unity, without relying on elimination, the book offers a powerful explication of an “ontological”, notion of reduction the ...
Buch Cover The Concept of Reduction
The Concept of Reduction
Raphael van Riel
Springer International Publishing
53.49 € · Paperback
Conceptions of Reduction in the Philosophy of Science Definition Reduction Functional Reduction How to Approach Reduction Hyper-Intensionality Identity in Mechanistic Explanation Mechanistic Explanation Metaphysical Explanation Metaphysical dependence Metaphysics Naturalism Non-Reductive Physicalism Ontological Reduction Physicalism Reduction Water H2O
This volume investigates the notion of reduction. Building on the idea that philosophers employ the term ‘reduction’ to reconcile diversity and directionality with unity, without relying on elimination, the book offers a powerful explication of an “ontological”, notion of reduction the ...
Buch Cover Manifold Learning
Manifold Learning
David Ryckelynck, Fabien Casenave, Nissrine Akkari
Springer International Publishing
32.09 € · Paperback
Computational Mechanics Data Augmentation Deep Learning Digital Twining Dimensionality Reduction GenericROM Library High-Fidelity Model Hyper-reduction Image-based Digital Twins Manifold Learning Model Order Reduction Mordicus Multiphysics Modeling Open Access
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 understandi...
Buch Cover Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics
Machine Learning, Low-Rank Approximations and Reduced Order Modeling in Computational Mechanics

MDPI
€ · Paperback
parameter-dependent model surrogate modeling tensor-train decomposition gappy POD heterogeneous data elasto-viscoplasticity archive model reduction 3D reconstruction inverse problem plasticity data science model order reduction POD DEIM gappy POD
The use of machine learning in mechanics is booming. Algorithms inspired by developments in the field of artificial intelligence today cover increasingly varied fields of application. This book illustrates recent results on coupling machine learning with computational mechanics, particularly for the...
Buch Cover Manifold Learning
Manifold Learning

Springer International Publishing
€ · eBook
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