Unified Form Language: A Domain-Specific Language for Weak Formulations of Partial Differential Equations
Artikel i vetenskaplig tidskrift, 2014

We present the Unified Form Language (UFL), which is a domain-specific language for representing weak formulations of partial differential equations with a view to numerical approximation. Features of UFL include support for variational forms and functionals, automatic differentiation of forms and expressions, arbitrary function space hierarchies for multifield problems, general differential operators and flexible tensor algebra. With these features, UFL has been used to effortlessly express finite element methods for complex systems of partial differential equations in near-mathematical notation, resulting in compact, intuitive and readable programs. We present in this work the language and its construction. An implementation of UFL is freely available as an open-source software library. The library generates abstract syntax tree representations of variational problems, which are used by other software libraries to generate concrete low-level implementations. Some application examples are presented and libraries that support UFL are highlighted.

Författare

Martin Alnaes

Kristian B. Oelgaard

Marie E. Rognes

Garth N. Wells

ACM Transactions on Mathematical Software

0098-3500 (ISSN)

Vol. 40 2 artikel nr 9-

Ämneskategorier

Matematik

Beräkningsmatematik