Higher Order Dynamic Mode Decomposition and Its Applications - Image 1

£87.44

Academic Press Higher Order Dynamic Mode Decomposition and Its Applications

Name: Higher Order Dynamic Mode Decomposition and Its Applications
Brand: Academic Press
Price: 55.71 GBP
Availability: InStock

Chemical

Price History & Forecast

Last 50 days • 48 data points (No recent data available)

Historical

Generating forecast...

Price Distribution

Price distribution over 50 days • 8 price levels

Days at Price

Current Price

Price Analysis

Most common price: £40 (17 days, 35.4%)

Price range: £39 - £87

Price levels: 8 different prices over 48 days

Description

Higher Order Dynamic Mode Decomposition and Its Applications provides detailed background theory, as well as several fully explained applications from a range of industrial contexts to help readers understand and use this innovative algorithm. Data-driven modelling of complex systems is a rapidly evolving field, which has applications in domains including engineering, medical, biological, and physical sciences, where it is providing ground-breaking insights into complex systems that exhibit rich multi-scale phenomena in both time and space. Starting with an introductory summary of established order reduction techniques like POD, DEIM, Koopman, and DMD, this book proceeds to provide a detailed explanation of higher order DMD, and to explain its advantages over other methods. Technical details of how the HODMD can be applied to a range of industrial problems will help the reader decide how to use the method in the most appropriate way, along with example MATLAB codes and advice on how to analyse and present results. Includes instructions for the implementation of the HODMD, MATLAB codes, and extended discussions of the algorithm Includes descriptions of other order reduction techniques, and compares their strengths and weaknesses Provides examples of applications involving complex flow fields, in contexts including aerospace engineering, geophysical flows, and wind turbine design

Product Specifications

Brand: Academic Press
Format: paperback
ASIN: 0128197439
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Chemical
Domain: Amazon UK
Release Date: 30 September 2020
Listed Since: 01 October 2019

Barcode

No barcode data available

Academic Press Higher Order Dynamic Mode Decomposition and Its Applications

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems

Adaptive High-Order Methods in Computational Fluid Dynamics (Advances in Computational Fluid Dynamics): 2

Proper Orthogonal Decomposition Methods for Partial Differential Equations (Mathematics in Science and Engineering)

Model Reduction of Complex Dynamical Systems: 171 (International Series of Numerical Mathematics, 171)

Dynamic Model Development: Methods, Theory and Applications

Higher-Order Finite Element Methods (Studies in Advanced Mathematics)

High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications

The Hybrid High-Order Method for Polytopal Meshes: Design, Analysis, and Applications: 19 (MS&A, 19)

Model Order Reduction: Theory, Research Aspects and Applications: 13 (Mathematics in Industry, 13)

Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data

High Order Difference Methods for Time Dependent PDE: 38 (Springer Series in Computational Mathematics, 38)

Numerical Methods for Partial Differential Equations: Finite Difference and Finite Volume Methods

Computational Fluid Dynamics - Analysis, Simulations, and Applications

The Koopman Operator in Systems and Control: Concepts, Methodologies, and Applications: 484 (Lecture Notes in Control and Information Sciences, 484)

Springer Smart Modeling for Engineering Systems - Vol 133

Numerical Methods for Unsteady Compressible Flow Problems (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)

Reduced-Order Modeling (ROM) for Simulation and Optimization: Powerful Algorithms as Key Enablers for Scientific Computing

Partial Differential Equations and the Finite Element Method (Pure and Applied Mathematics: A Wiley Series of Texts, Monographs and Tracts)

Modeling, Operation, and Analysis of DC Grids: From High Power DC Transmission to DC Microgrids

Numerical Differential Equations: Theory And Technique, Ode Methods, Finite Differences, Finite Elements And Collocation

An Invitation to Applied Mathematics: Differential Equations, Modeling, and Computation

Modelling with Ordinary Differential Equations: A Comprehensive Approach (Chapman & Hall/CRC Numerical Analysis and Scientific Computing Series)

Efficient High-Order Discretizations for Computational Fluid Dynamics: 602 (CISM International Centre for Mechanical Sciences, 602)

Numerical Simulation of the Aerodynamics of High-Lift Configurations