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Demonstration of Bayesian inference and Bayesian experimental design in a model film/substrate inference problem

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Academic year: 2021

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Figure  2-3:  (a)  A  plot  of the reduced  order  model  (ROM)  given  in  equation  (2.37)
Figure  3-1:  (a)  Likelihood  p(A-.I,  c)  plotted  as  a  function  of  t,  /E  for  fixed  A,  and c
Figure  3-2:  (a)  Likelihood  p(A,,,CS, c)  plotted  as  a  function  of  t./e  for  fixed  A,,  and C 8
Figure  4-1:  Map  of  expected  information  gain  U(ci  c))  iin  the  substrate  length  scale parameter  fE,  as  a  function  of  experimental  design  parameters  ci  and  c-)
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