Mathematics of Planet Earth: Automation and Implementation Using Firedrake

Gibson, Thomas H.; McRae, Andrew T.T.; Cotter, Colin J.; Mitchell, Lawrence; Ham, David A.

This book introduces recently developed mixed finite element methods for large-scale geophysical flows that preserve essential numerical properties for accurate simulations. The methods are presented using standard models of atmospheric flows and are implemented using the Firedrake finite element library. Examples guide the reader through problem formulation, discretisation, and automated implementation.

The so-called “compatible” finite element methods possess key numerical properties which are crucial for real-world operational weather and climate prediction. The authors summarise the theory and practical implications of these methods for model problems, introducing the reader to the Firedrake package and providing open-source implementations for all the examples covered.

Students and researchers with engineering, physics, mathematics, or computer science backgrounds will benefit from this book. Those readers who are less familiar with the topic are providedwith an overview of geophysical fluid dynamics.

Details

Published by: Springer

Publication Date: 2019-09-06

Format: Paperback

ISBN-13: 9783030239565

DOI: 10.1007/978-3-030-23957-2

Dimensions: 235cm x155cm

Pages: 118