Kansikuva

Solving PDEs in Python

This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library. Using a series of examples, including the Poisson equation, the equations of linear elasticity, the incompressible Navier–Stokes equations, and systems of nonlinea...

Täydet tiedot

Tallennettuna:
Päätekijät: Langtangen, Hans Petter, Logg, Anders
Aineistotyyppi: Online
Kieli:englanti
Julkaistu: Springer Nature 2021
Aiheet:
Computational Science and Engineering
Algorithms
Visualization
Mathematical Software
Numerical Analysis
Software Engineering/Programming and Operating Systems
Data and Information Visualization
Software Engineering
Finite element
FEniCS
Partial Differential Equations
Python
Simulation
Open access
Maths for scientists
Combinatorics & graph theory
Mathematical & statistical software
Operating systems
thema EDItEUR::P Mathematics and Science::PD Science: general issues::PDE Maths for scientists
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBK Calculus and mathematical analysis::PBKS Numerical analysis
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBV Combinatorics and graph theory
thema EDItEUR::U Computing and Information Technology::UF Business applications::UFM Mathematical and statistical software
thema EDItEUR::U Computing and Information Technology::UM Computer programming / software engineering::UMZ Software Engineering
Linkit:ONIX_20201113_9783319524627_4
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Yhteenveto:This book offers a concise and gentle introduction to finite element programming in Python based on the popular FEniCS software library. Using a series of examples, including the Poisson equation, the equations of linear elasticity, the incompressible Navier–Stokes equations, and systems of nonlinear advection–diffusion–reaction equations, it guides readers through the essential steps to quickly solving a PDE in FEniCS, such as how to define a finite variational problem, how to set boundary conditions, how to solve linear and nonlinear systems, and how to visualize solutions and structure finite element Python programs. This book is open access under a CC BY license.

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