Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena

Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
Title Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena PDF eBook
Author Alexander N. Gorban
Publisher Springer Science & Business Media
Pages 554
Release 2006-09-22
Genre Science
ISBN 3540358889

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Model reduction and coarse-graining are important in many areas of science and engineering. How does a system with many degrees of freedom become one with fewer? How can a reversible micro-description be adapted to the dissipative macroscopic model? These crucial questions, as well as many other related problems, are discussed in this book. All contributions are by experts whose specialities span a wide range of fields within science and engineering.

Surveys in Differential-Algebraic Equations II

Surveys in Differential-Algebraic Equations II
Title Surveys in Differential-Algebraic Equations II PDF eBook
Author Achim Ilchmann
Publisher Springer
Pages 343
Release 2014-12-04
Genre Mathematics
ISBN 3319110500

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The present volume comprises survey articles on various fields of Differential-Algebraic Equations (DAEs), which have widespread applications in controlled dynamical systems, especially in mechanical and electrical engineering and a strong relation to (ordinary) differential equations. The individual chapters provide reviews, presentations of the current state of research and new concepts in - Observers for DAEs - DAEs in chemical processes - Optimal control of DAEs - DAEs from a functional-analytic viewpoint - Algebraic methods for DAEs The results are presented in an accessible style, making this book suitable not only for active researchers but also for graduate students (with a good knowledge of the basic principles of DAEs) for self-study.

A Philosophical Approach to Quantum Field Theory

A Philosophical Approach to Quantum Field Theory
Title A Philosophical Approach to Quantum Field Theory PDF eBook
Author Hans Christian Öttinger
Publisher Cambridge University Press
Pages 276
Release 2018-01-11
Genre Science
ISBN 1108246206

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This text presents an intuitive and robust mathematical image of fundamental particle physics based on a novel approach to quantum field theory, which is guided by four carefully motivated metaphysical postulates. In particular, the book explores a dissipative approach to quantum field theory, which is illustrated for scalar field theory and quantum electrodynamics, and proposes an attractive explanation of the Planck scale in quantum gravity. Offering a radically new perspective on this topic, the book focuses on the conceptual foundations of quantum field theory and ontological questions. It also suggests a new stochastic simulation technique in quantum field theory which is complementary to existing ones. Encouraging rigor in a field containing many mathematical subtleties and pitfalls this text is a helpful companion for students of physics and philosophers interested in quantum field theory, and it allows readers to gain an intuitive rather than a formal understanding.

Mathematical Modelling

Mathematical Modelling
Title Mathematical Modelling PDF eBook
Author Simon Serovajsky
Publisher CRC Press
Pages 589
Release 2021-11-24
Genre Mathematics
ISBN 1000503984

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Mathematical Modelling sets out the general principles of mathematical modelling as a means comprehending the world. Within the book, the problems of physics, engineering, chemistry, biology, medicine, economics, ecology, sociology, psychology, political science, etc. are all considered through this uniform lens. The author describes different classes of models, including lumped and distributed parameter systems, deterministic and stochastic models, continuous and discrete models, static and dynamical systems, and more. From a mathematical point of view, the considered models can be understood as equations and systems of equations of different nature and variational principles. In addition to this, mathematical features of mathematical models, applied control and optimization problems based on mathematical models, and identification of mathematical models are also presented. Features Each chapter includes four levels: a lecture (main chapter material), an appendix (additional information), notes (explanations, technical calculations, literature review) and tasks for independent work; this is suitable for undergraduates and graduate students and does not require the reader to take any prerequisite course, but may be useful for researchers as well Described mathematical models are grouped both by areas of application and by the types of obtained mathematical problems, which contributes to both the breadth of coverage of the material and the depth of its understanding Can be used as the main textbook on a mathematical modelling course, and is also recommended for special courses on mathematical models for physics, chemistry, biology, economics, etc.

Special Functions, Partial Differential Equations, and Harmonic Analysis

Special Functions, Partial Differential Equations, and Harmonic Analysis
Title Special Functions, Partial Differential Equations, and Harmonic Analysis PDF eBook
Author Constantine Georgakis
Publisher Springer
Pages 248
Release 2014-11-07
Genre Mathematics
ISBN 3319105450

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This volume of papers presented at the conference in honor of Calixto P. Calderón by his friends, colleagues, and students is intended to make the mathematical community aware of his important scholarly and research contributions in contemporary Harmonic Analysis and Mathematical Models applied to Biology and Medicine, and to stimulate further research in the future in this area of pure and applied mathematics.

Dynamics and Nonlinear Control of Integrated Process Systems

Dynamics and Nonlinear Control of Integrated Process Systems
Title Dynamics and Nonlinear Control of Integrated Process Systems PDF eBook
Author Michael Baldea
Publisher Cambridge University Press
Pages 273
Release 2012-08-02
Genre Technology & Engineering
ISBN 1139535986

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Presenting a systematic model reduction and hierarchical controller design framework for broad classes of integrated process systems encountered in practice, this book first studies process systems with large material recycle and/or with small purge streams, followed by systems with energy integration. Step-by-step model reduction procedures are developed to derive nonlinear reduced models of the dynamics in each time scale. Hierarchical control architectures consisting of coordinated levels of control action in different time scales are proposed for each class of process systems considered to enforce stability, tracking performance and disturbance rejection. Numerous process applications are discussed in detail to illustrate the application of the methods and their potential to improve process operations. MATLAB codes are also presented to guide further application of the methods developed and facilitate practical implementations.

Dynamic Process Modeling

Dynamic Process Modeling
Title Dynamic Process Modeling PDF eBook
Author
Publisher John Wiley & Sons
Pages 628
Release 2013-10-02
Genre Technology & Engineering
ISBN 3527631348

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Inspired by the leading authority in the field, the Centre for Process Systems Engineering at Imperial College London, this book includes theoretical developments, algorithms, methodologies and tools in process systems engineering and applications from the chemical, energy, molecular, biomedical and other areas. It spans a whole range of length scales seen in manufacturing industries, from molecular and nanoscale phenomena to enterprise-wide optimization and control. As such, this will appeal to a broad readership, since the topic applies not only to all technical processes but also due to the interdisciplinary expertise required to solve the challenge. The ultimate reference work for years to come.