Description: Stochastic Methods for Modeling and Predicting Complex Dynamical Systems : Uncertainty Quantification, State Estimation, and Reduced-order Models, Hardcover by Chen, Nan, ISBN 3031222482, ISBN-13 9783031222481, Brand New, Free shipping in the US This book enables readers to understand, model, and predict complex dynamical systems using new methods with stochastic tools. The author presents a unique combination of qualitative and quantitative modeling skills, novel efficient computational methods, rigorous mathematical theory, as well as physical intuitions and thinking. An emphasis is placed on the balance between computational efficiency and modeling accuracy, providing readers with ideas to build useful models in practice. Successful modeling of complex systems requires a comprehensive use of qualitative and quantitative modeling approaches, novel efficient computational methods, physical intuitions and thinking, as well as rigorous mathematical theories. As such, mathematical tools for understanding, modeling, and predicting complex dynamical systems using various suitable stochastic tools are presented. Both theoretical and numerical approaches are included, allowing readers to choose suitable methods in different practical situations. The author provides practical examples and motivations when introducing various mathematical and stochastic tools and merges mathematics, statistics, information theory, computational science, and data science. In addition, the author discusses how to choose and apply suitable mathematical tools to several disciplines including pure and applied mathematics, physics, engineering, neural science, material science, climate and atmosphere, ocean science, and many others. Readers will not only learn detailed techniques for stochastic modeling and prediction, but will develop their intuition as well. Important topics in modeling and prediction including extreme events, high-dimensional systems, and multiscale features are discussed.
Price: 45.54 USD
Location: Jessup, Maryland
End Time: 2024-11-10T02:13:28.000Z
Shipping Cost: 0 USD
Product Images
Item Specifics
Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 14 Days
Refund will be given as: Money Back
Return policy details:
Book Title: Stochastic Methods for Modeling and Predicting Complex Dynamical
Number of Pages: Xvi, 199 Pages
Publication Name: Stochastic Methods for Modeling and Predicting Complex Dynamical Systems : Uncertainty Quantification, State Estimation, and Reduced-Order Models
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2023
Subject: Probability & Statistics / General, System Theory, Applied
Type: Textbook
Item Weight: 19.3 Oz
Subject Area: Mathematics, Science
Author: Nan Chen
Item Length: 9.4 in
Item Width: 6.6 in
Series: Synthesis Lectures on Mathematics and Statistics Ser.
Format: Hardcover
