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Popper, Bayes and the inverse problem

Nature Physics volume 2, pages 492–494 (2006)Cite this article

Using observations to infer the values of some parameters corresponds to solving an 'inverse problem'. Practitioners usually seek the 'best solution' implied by the data, but observations should only be used to falsify possible solutions, not to deduce any particular solution.

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Figure 1: Sideways.
Figure 2: Giant 'haystack'.

References

  1. Popper, K. The Logic of Scientific Discovery (Basic Books, 1959).

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  1. Institut de Physique du Globe de Paris, 4 place Jussieu, 75005, Paris, France

    Albert Tarantola

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  1. Albert Tarantola
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Tarantola, A. Popper, Bayes and the inverse problem. Nature Phys 2, 492–494 (2006). https://doi.org/10.1038/nphys375

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