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Numerical Partial Differential Equations for Environmental Scientists and Engineers

A First Practical Course

  • Textbook
  • © 2005

Overview

Authors:
  1. Daniel R. Lynch

    1. Dartmouth College, Dartmouth, USA

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  • Finite Difference and Finite element methods are both covered in a unified way

  • The inverse material is presented in a discipline-specific way

  • Interdisciplinary at the graduate scientific level

  • Covers Forward Problem Solution and Inverse (Backward) Problem Solution - few texts cover both

  • Includes supplementary material: sn.pub/extras

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Table of contents (18 chapters)

  1. Front Matter

    Pages i-xxiv
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  2. The Finite Difference Method

    1. Front Matter

      Pages 1-1
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    2. Introduction

      Pages 3-10

    3. Finite Difference Calculus

      Pages 11-19

    4. Elliptic Equations

      Pages 21-35

    5. Iterative Methods for Elliptic Equations

      Pages 37-49

    6. Parabolic Equations

      Pages 51-87

    7. Hyperbolic Equations

      Pages 89-119

  3. The Finite Element Method

    1. Front Matter

      Pages 121-121
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    2. General Principles

      Pages 123-137

    3. A 1-D Tutorial

      Pages 139-165

    4. Multi-Dimensional Elements

      Pages 167-187

    5. Time-Dependent Problems

      Pages 189-195

    6. Vector Problems

      Pages 197-217

    7. Numerical Analysis

      Pages 219-261

  4. Inverse Methods

    1. Front Matter

      Pages 263-263
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    2. Inverse Noise, SVD, and Linear Least Squares

      Pages 265-283

    3. Fitting Models to Data

      Pages 285-303

    4. Dynamic Inversion

      Pages 305-328

    5. Time Conventions for Real-Time Assimilation

      Pages 329-334
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Keywords

About this book

This book concerns the practical solution of Partial Differential Equations. We assume the reader knows what a PDE is - that he or she has derived some, and solved them with the limited but powerful arsenal of analytic techniques. We also assume that (s)he has gained some intuitive knowledge of their solution properties, either in the context of specific applications, or in the more abstract context of applied mathematics. We assume the reader now wants to solve PDE's for real, in the context of practical problems with all of their warts - awkward geometry, driven by real data, variable coefficients, nonlinearities - as they arise in real situations. The applications we envision span classical mathematical physics and the "engineering sciences" : fluid mechanics, solid mechanics, electricity and magnetism, heat and mass transfer, wave propagation. Of course, these all share a joyous interdisciplinary unity in PDE's. The material arises from lectures at Dartmouth College for first-year graduate students in science and engineering. That audience has shared the above motivations, and a mathematical background including: ordinary and partial differential equations; a first course in numerical an- ysis; linear algebra; complex numbers at least at the level of Fourier analysis; and an ability to program modern computers. Some working exposure to applications of PDE's in their research or practice has also been a common denominator. This classical undergraduate preparation sets the stage for our "First Practical Course". Naturally, the "practical" aspect of the course involves computation.

Reviews

From the reviews of the first edition:

"This book concerns the practical solution of partial differential equations and reflects an inter-disciplinary approach to problems occurring in natural environments. … it is a new innovation for the student community in environmental science and engineering. It is an excellent piece of research." (Prabhat Kumar Mahanti, Zentralblatt MATH, Vol. 1076, 2006)

Authors and Affiliations

  • Dartmouth College, Dartmouth, USA

    Daniel R. Lynch

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