Algorithmic differentiation of hyperbolic flow problems

نویسندگان

چکیده

We are interested in the development of an algorithmic differentiation framework for computing approximations to tangent vectors scalar and systems hyperbolic partial differential equations. The main difficulty such a numerical method is presence shock waves that resolved by proposing discretization calculus introduced Bressan Marson [Rend. Sem. Mat. Univ. Padova, 94:79-94, 1995]. Numerical results presented one-dimensional Burgers equation Euler Using essential routines state-of-the-art code computational fluid dynamics (CFD) as starting point, three modifications required apply calculus. First, CFD modified solve additional location. Second, we customize computation corresponding Finally, enhanced differentiation. Applying problems equations, it found correct sensitivities can be computed, whereas application black-box fails.

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ژورنال

عنوان ژورنال: Journal of Computational Physics

سال: 2021

ISSN: ['1090-2716', '0021-9991']

DOI: https://doi.org/10.1016/j.jcp.2021.110110