4.4 Article

A recipe for EFT uncertainty quantification in nuclear physics

出版社

IOP PUBLISHING LTD
DOI: 10.1088/0954-3899/42/3/034028

关键词

uncertainty quantification; nuclear structure and reactions; effective field theory

资金

  1. National Science Foundation [PHY-1306250]
  2. US Department of Energy [DE-FG02-93ER40756]
  3. NUCLEI SciDAC Collaboration under DOE Grant [DE-SC0008533]
  4. Division Of Physics
  5. Direct For Mathematical & Physical Scien [1306250] Funding Source: National Science Foundation

向作者/读者索取更多资源

The application of effective field theory (EFT) methods to nuclear systems provides the opportunity to rigorously estimate the uncertainties originating in the nuclear Hamiltonian. Yet this is just one source of uncertainty in the observables predicted by calculations based on nuclear EFTs. We discuss the goals of uncertainty quantification in such calculations and outline a recipe to obtain statistically meaningful error bars for their predictions. We argue that the different sources of theory error can be accounted for within a Bayesian framework, as we illustrate using a toy model.

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