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Description Postage and payments. Seller assumes all responsibility for this listing. Item specifics Condition: New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the seller's listing for full details. See all condition definitions — opens in a new window or tab Read more about the condition. About this product. The enormous data sets now routinely encountered in the sciences provide an incentive to develop mathematical techniques and computational algorithms that help synthesize, interpret and give meaning to the data in the context of its scientific setting.
A specific aim of this book is to integrate standard scientific computing methods with data analysis. By doing so, it brings together, in a self-consistent fashion, the key ideas from: DT statistics, DT time-frequency analysis, and DT low-dimensional reductions The blend of these ideas provides meaningful insight into the data sets one is faced with in every scientific subject today, including those generated from complex dynamical systems.
This is a particularly exciting field and much of the final part of the book is driven by intuitive examples from it, showing how the three areas can be used in combination to give critical insight into the fundamental workings of various problems. Data-Driven Modeling and Scientific Computation is a survey of practical numerical solution techniques for ordinary and partial differential equations as well as algorithms for data manipulation and analysis. Emphasis is on the implementation of numerical schemes to practical problems in the engineering, biological and physical sciences.
An accessible introductory-to-advanced text, this book fully integrates MATLAB and its versatile and high-level programming functionality, while bringing together computational and data skills for both undergraduate and graduate students in scientific computing. Methods of Payment Paypal is our preferred online and mobile payment method.
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Data-Driven Modeling & Scientific Computation: Methods for Complex Systems & Big Data
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We aim to ship within 24 hours of payment being received. Business seller information. Complete information. The applied techniques include those that arise in the present literature. The supporting mathematical theory includes the general convergence theory. This material should be readily accessible to students with basic knowledge of mathematical analysis, Lebesgue measure and the basics of Hilbert spaces and Banach spaces.
Nevertheless, we have made the book free standing in most respects. Most importantly, the terminology is introduced, explained and developed as needed.