MASA : a library for verification using manufactured and analytical solutions
In this paper we introduce the Manufactured Analytical Solution Abstraction ( MASA ) library for applying the method of manufactured solutions to the verification of software used for solving a large class of problems stemming from numerical methods in mathematical physics including nonlinear equations, systems of algebraic equations, and ordinary and partial differential equations. We discuss the process of scientific software verification, manufactured solution generation using symbolic manipulation with computer algebra systems such as Maple or SymPy, and automatic differentiation for forcing function evaluation. We discuss a hierarchic methodology that can be used to alleviate the combinatorial complexity in generating symbolic manufactured solutions for systems of equations based on complex physics. Finally, we detail the essential features and examples of the Application Programming Interface behind MASA , an open source library designed to act as a central repository for manufactured and analytical solutions over a diverse range of problems.
verification manufactured solutions partial differential equations finite elements