Validation in Fluid Dynamics and Related Fields

In Claus Beisbart & Nicole J. Saam (eds.), Computer Simulation Validation: Fundamental Concepts, Methodological Frameworks, and Philosophical Perspectives. Springer Verlag. pp. 661-683 (2019)
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Abstract

A brief description of fluid dynamics is presented for a general audience. Within the context of fluid dynamicsFluid dynamics practice, the distinction is made between general models and specific models. Three historical options concerning a working definition of validation are briefly considered. Current validation practice in fluid dynamics is described based mostly on ASME V&V 20-2009, an ANSI Standard document. Model form uncertainty and other epistemic uncertainties, while sometimes important in model applications, are argued not to be important issues in validation. The weakest link in validation practice is claimed to be the reluctance, by both experimentalists and computationalists, to go beyond use of nominal set point dataData. This is clarified by the paradigm of experiments designed specifically for model validation. Coding features that facilitate model validation are described. Counter arguments are given to claims, based on extrapolation of the philosophy of falsificationismFalsificationism, that validation is impossible even in principle.

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