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{ "item_title" : "Introduction to Automated Modeling with FEniCS", "item_author" : [" L. Ridgway Scott "], "item_description" : "Introduction to Automated Modeling with FEniCS exploressolution of partial differential equations via the finiteelement method. It illustrates the use of automated softwaregeneration via the FEniCS Project systems. The book reviewsmost common types of partial differential equations arisingin technical simulation. It is ideal for engineers and forcomputational and applied mathematicians.PDEs are used pervasively in science, engineering, and technologyto model phenomena of interest. The most widely used techniqueto convert a PDE into a computable form is the finite element method.This book is primarily about PDEs as they are used in models. Ouremphasis is on the diversity of PDEs that occur in practice, theirfeatures and their foibles. Our intent is to enable explorationof new models and to show how easily this can be done. However,this approach is not without caveats. We describe pitfalls in variousaspects of the use of PDE models. We show how to be sure that a PDEmodel is well posed in many cases. In particular, we use this theoryto understand appropriate boundary conditions.Secondarily, the book introduces basic concepts of numerical methodsfor approximating the solutions of PDEs. This is done so that thelanguage used by software from the FEniCS Project can be properlyunderstood. We limit the discussion of numerical methods as much aspossible, except when it is essential to avoid catastrophes.A tertiary objective is to present some examples of the modelingprocess. One important type of model is derived by specializing amore general model. An important example of this is the plate modelin structural mechanics. We show how the plate model is derived fromthe general elasticity model and indicate some issues that ariserelated to it. When relevant, we explain other modeling approaches aswell. Ultimately, FEniCS can support an automated approach to modeling.", "item_img_path" : "https://covers1.booksamillion.com/covers/bam/1/94/913/300/1949133001_b.jpg", "price_data" : { "retail_price" : "109.99", "online_price" : "109.99", "our_price" : "109.99", "club_price" : "109.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Introduction to Automated Modeling with FEniCS|L. Ridgway Scott

Introduction to Automated Modeling with FEniCS

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Overview

Introduction to Automated Modeling with FEniCS explores
solution of partial differential equations via the finite
element method. It illustrates the use of automated software
generation via the FEniCS Project systems. The book reviews
most common types of partial differential equations arising
in technical simulation. It is ideal for engineers and for
computational and applied mathematicians.

PDEs are used pervasively in science, engineering, and technology
to model phenomena of interest. The most widely used technique
to convert a PDE into a computable form is the finite element method.
This book is primarily about PDEs as they are used in models. Our
emphasis is on the diversity of PDEs that occur in practice, their
features and their foibles. Our intent is to enable exploration
of new models and to show how easily this can be done. However,
this approach is not without caveats. We describe pitfalls in various
aspects of the use of PDE models. We show how to be sure that a PDE
model is well posed in many cases. In particular, we use this theory
to understand appropriate boundary conditions.

Secondarily, the book introduces basic concepts of numerical methods
for approximating the solutions of PDEs. This is done so that the
language used by software from the FEniCS Project can be properly
understood. We limit the discussion of numerical methods as much as
possible, except when it is essential to avoid catastrophes.

A tertiary objective is to present some examples of the modeling
process. One important type of model is derived by specializing a
more general model. An important example of this is the plate model
in structural mechanics. We show how the plate model is derived from
the general elasticity model and indicate some issues that arise
related to it. When relevant, we explain other modeling approaches as
well. Ultimately, FEniCS can support an automated approach to modeling.

This item is Non-Returnable

Details

  • ISBN-13: 9781949133004
  • ISBN-10: 1949133001
  • Publisher: Computational Modeling Initiative LLC
  • Publish Date: May 2018
  • Dimensions: 10 x 7 x 0.88 inches
  • Shipping Weight: 1.96 pounds
  • Page Count: 390

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