Minds and Machines 29 (1):149-168 (2019)

Authors
Vincent Ardourel
Centre National de la Recherche Scientifique
Julie Jebeile
University of Bern
Abstract
It has been argued that the Duhem problem is renewed with computational models since model assumptions having a representational aim and computational assumptions cannot be tested in isolation. In particular, while the Verification and Validation methodology is supposed to prevent such holism, Winsberg argues that verification and validation cannot be separated in practice. Morrison replies that Winsberg overstates the entanglement between the steps. The paper aims at arbitrating these two positions, by stressing their respective validity in relation to domains of application. It importantly argues for an increasing use of formal methods in verification, that makes disentanglement possible.
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DOI 10.1007/s11023-019-09493-8
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References found in this work BETA

Science in the Age of Computer Simulation.Eric Winsberg - 2010 - University of Chicago Press.
Philosophy and Climate Science.Eric Winsberg - 2018 - Cambridge: Cambridge University Press.
Holism, Entrenchment, and the Future of Climate Model Pluralism.Johannes Lenhard & Eric Winsberg - 2010 - Studies in History and Philosophy of Science Part B: Studies in History and Philosophy of Modern Physics 41 (3):253-262.

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