• Albert Tarantola: Inverse Problem Theory
  

  Theory abour inverse problems and Bayesian approach

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• Kecman: Learning, Soft, Computing, Neural Network
  

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• Our paper about fast method for Bayesian Update in ODEs: Oliver Pajonk and others
  

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• B. Rosic and others: Our paper about fast deterministic method for Bayesian Update
  

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• Papers about UQ, review, methods
  

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• O. P. Le Maître and Omar M. Knio: Spectral Methods for Uncertainty Quantification With Applications to Computational Fluid Dynamics
  

  This is one of the first books about UQ with many examples.
  From TU Braunschweig you can read this book online
  http://www.springerlink.com/content/978-90-481-3520-2#section=669755&page=2&locus=6
  

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• Arsigny: GEOMETRIC MEANS IN A NOVEL VECTOR SPACE STRUCTURE ON SYMMETRIC POSITIVE-DEFINITE MATRICES, SIAM 2007
  

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• Anthony Nouy: Recent Developments in Spectral Stochastic Methods for the Numerical Solution of Stochastic Partial Differential Equations
  

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• Dongbin Xiu: About stochastic Galerkin, PCE, generalized PCE
  

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• Roy, Ghanem: Articles about UQ
  

  Articles about UQ

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• articles from Engineering Archives of Computational Methods in Engineering
  

  1. Reduced Basis Techniques for Stochastic Problems
  S. Boyaval, C. Le Bris, T. Lelièvre, Y. Maday and N. C. Nguyen, et al.
  
  2.On the Convergence of a Greedy Rank-One Update Algorithm for a Class of Linear Systems,
  A. Ammar, F. Chinesta and A. Falcó
  

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• Proper Generalized Decomposition
  

  2 articles from
  Archives of Computational Methods in Engineering

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