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S. Bastos and A. O'Hagan}, title = {Diagnostics for {G}aussian process emulators}, journal = {Technometrics}, year = {2009}, volume = {51}, pages = {425-438}, number = {4}, doi = {http://dx.doi.org/10.1198/TECH.2009.08019}, file = {:/home/B01554/Documents/JabRef/Bastos_OHagan_-_Diagnostics_for_Gaussian_Process_Emulators_-_2009.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05} } @ARTICLE{bayarri07b, author = {M.J. Bayarri and J. O. Berger and J. Cafeo and G. Garcia-Donato and F. Liu and J. Palomo and R.J. Parthasarathy and R. Paulo and J. Sacks and D. 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Bousquet and M. Fouladirad and A. Grall and C. Paroissin}, title = {Bayesian gamma processes for optimizing condition-based maintenance under uncertainty}, journal = {Applied Stochastic Models in Business and Industry}, year = {2015}, volume = {31}, pages = {360-379}, number = {3}, month = {May}, doi = {http://dx.doi.org/10.1002/asmb.2076}, timestamp = {2015.01.05} } @ARTICLE{brooks98, author = {Stephen P. 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Galassi}, title = {Outline of the uncertainty methodology based on accuracy extrapolation}, journal = {Nuclear Technology}, year = {1994}, volume = {109}, pages = {21-38}, number = {1}, owner = {B01554}, timestamp = {2014.07.18} } @ARTICLE{damblin13, author = {Damblin, G. and Couplet, M. and Iooss, B.}, title = {Numerical studies of space-filling designs}, journal = {Journal of Simulation}, year = {2013}, volume = {7}, pages = {276--289}, number = {4}, month = {November}, file = {:/home/B01554/Documents/JabRef/Damblin_Couplet_-_Numerical_studies_of_space-filling_designs_-_optimization_of_Latin_Hypercube_Samples_and_subprojection_properties_-_2013.pdf:PDF}, issn = {1747-7778}, owner = {B01554}, publisher = {Palgrave Macmillan}, timestamp = {2014.07.17}, url = {http://dx.doi.org/10.1057/jos.2013.16} } @ARTICLE{dempster77, author = {A. P. Dempster and N. M. Laird and D. B. Rubin}, title = {Maximum Likelihood from Incomplete Data via the EM Algorithm}, journal = {Journal of the Royal Statistical Society, Series B (Methodological)}, year = {1977}, volume = {39}, pages = {1-38}, number = {1}, file = {:/home/B01554/Documents/JabRef/Dempster_-_Maximum_likelihood_from_incomplete_data_via_the_EM_algorithm_-_1977.pdf:PDF}, owner = {B01554}, timestamp = {2014.08.22}, url = {http://links.jstor.org/sici?sici=0035-9246%281977%2939%3A1%3C1%3AMLFIDV%3E2.0.CO%3B2-Z} } @BOOK{efron93, title = {An Introduction to the Bootstrap}, publisher = {Chapman \& Hall}, year = {1993}, author = {Bradley Efron and Robert J. 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Oberkampf and Lev Ginzburg}, title = {Model validation and predictive capability for the thermal challenge problem }, journal = {Computer Methods in Applied Mechanics and Engineering }, year = {2008}, volume = {197}, pages = {2408 - 2430}, number = {29-32}, note = {Validation Challenge Workshop }, doi = {http://dx.doi.org/10.1016/j.cma.2007.07.030}, file = {:/home/B01554/Documents/JabRef/Ferson_Oberkampf_-_Model validation_and_predictive_capability _for_the_thermal_challenge_problem_-_2008.pdf:PDF}, issn = {0045-7825}, keywords = {Validation}, owner = {B01554}, timestamp = {2014.07.10}, url = {http://www.sciencedirect.com/science/article/pii/S0045782507005105} } @PHDTHESIS{fu12, author = {Shuai Fu}, title = {Inversion probabiliste bayésienne en analyse d'incertitude}, school = {Université Paris-Sud}, year = {2012}, file = {:/home/B01554/Documents/JabRef/Fu_-_Inversion_probabiliste_bayesienne_en_analyse_dincertitude_-_PhD_2012.pdf:PDF}, keywords = {Inverse problem; Bayesian inference; Markov chain Monte-Carlo; Gaussian Process; adaptive design of computer experiments}, owner = {B01554}, timestamp = {2014.04.15}, url = {http://tel.archives-ouvertes.fr/docs/00/76/63/41/PDF/TheseShuaiFU.pdf} } @ARTICLE{fu14, author = {Shuai Fu and Gilles Celeux and Nicolas Bousquet and Mathieu Couplet}, title = {Bayesian inference for inverse problems occurring in uncertainty analysis}, journal = {International Journal for Uncertainty Quantification}, year = {2014}, note = {Forthcoming article}, doi = {10.1615/Int.J.UncertaintyQuantification.2014011073}, owner = {B01554}, timestamp = {2015.01.05} } @ARTICLE{galland1991, author = {J.C. Galland and N. Goutal and J.M. Hervouet}, title = {TELEMAC: A New Numerical Model for Solving Shallow Water Equations}, journal = {Advances in Water Resources}, year = {1991}, volume = {14}, pages = {138-148}, number = {3}, file = {:/home/B01554/Documents/JabRef/Dempster_-_Maximum_likelihood_from_incomplete_data_via_the_EM_algorithm_-_1977.pdf:PDF}, owner = {B01554}, timestamp = {2014.08.22}, url = {http://links.jstor.org/sici?sici=0035-9246%281977%2939%3A1%3C1%3AMLFIDV%3E2.0.CO%3B2-Z} } @ARTICLE{goutal12, author = {Goutal, N. and Lacombe, J.-M. and Zaoui, F. and El-Kadi-Abderrezzak, K.}, title = { MASCARET: a 1-D Open-Source Software for Flow Hydrodynamic and Water Quality in Open Channel Networks}, journal = {River Flow}, year = {2012}, volume = {}, pages = {1169-1174}, number = {}, doi = {}, file = {}, owner = {}, timestamp = {} } @BOOK{greene12, title = {Econometric Analysis}, publisher = {Prentice Hall}, year = {2012}, author = {William H. Greene}, file = {:/home/B01554/Documents/JabRef/Greene_-_Econometric_Analysis_-_seventh_edition_2012.pdf:PDF}, keywords = {Least Squares; Regression; Time Series}, owner = {B01554}, timestamp = {2014.04.08} } @STANDARD{GUM, title = {Uncertainty of measurement -- Part 3: Guide to the expression of uncertainty in measurement}, institution = {International Organization for standardization (ISO)}, author = {{International Organization for standardization (ISO)}}, number = {ISO/IEC Guide 98-3:2008}, year = {2008}, owner = {B01554}, timestamp = {2014.07.25} } @TECHREPORT{csdl11, author = {Bertrand Iooss and Emmanuel Ardillon and Marc Berveiller and Géraud Blatman and Mathieu Couplet and Anne Dutfoy and Alberto Pasanisi and others}, title = {Benchmark entre logiciels de traitement des incertitudes}, institution = {EDF R\&D}, year = {2011}, month = {novembre}, note = {Référence H-T56-2011-02604-FR}, owner = {B01554}, timestamp = {2014.05.13} } @ARTICLE{johnson90, author = {M. E. Johnson and L. M. Moore and D. Ylvisaker}, title = {Minimax and maximin distance design}, journal = {Journal of Statistical Planning and Inference}, year = {1990}, volume = {26}, pages = {131-148}, number = {2}, doi = {http://dx.doi.org/10.1016/0378-3758(90)90122-b}, owner = {B01554}, timestamp = {2015.01.05} } @ARTICLE{jones98, author = {Donald R. Jones and Matthias Schonlau and William J. Welch}, title = {Efficient Global Optimization of Expensive Black-Box Functions}, journal = {Journal of Global Optimization}, year = {1998}, volume = {13}, pages = {455-492}, file = {:/home/B01554/Documents/JabRef/Jones_Schonlau_-_Efficient_Global_Optimization_of_Expensive_Black-Box_Functions_-_1998.pdf:PDF}, owner = {B01554}, timestamp = {2014.07.23} } @ARTICLE{kennedy01, author = {Kennedy, Marc C. and O'Hagan, Anthony}, title = {Bayesian calibration of computer models}, journal = {Journal of the Royal Statistical Society: Series B (Statistical Methodology)}, year = {2001}, volume = {63}, pages = {425--464}, number = {3}, doi = {10.1111/1467-9868.00294}, file = {:/home/B01554/Documents/JabRef/Kennedy_OHagan_-_Bayesian_calibration_of_computer_models_-_2001.pdf:PDF}, issn = {1467-9868}, keywords = {Calibration, Computer experiments, Deterministic models, Gaussian process, Interpolation, Model inadequacy, Sensitivity analysis, Uncertainty analysis}, owner = {B01554}, publisher = {Blackwell Publishers Ltd.}, timestamp = {2014.07.16}, url = {http://dx.doi.org/10.1111/1467-9868.00294} } @ARTICLE{kirkpatrick83, author = {S. Kirkpatrick and C. D. Gelatt and M. P. Vecchi}, title = {Optimization by Simulated Annealing}, journal = {Science}, year = {1983}, volume = {220}, pages = {671-680}, number = {4598}, month = {May}, file = {:/home/B01554/Documents/JabRef/Kirkpatrick_Gelatt_Vecchi_-_Optimization_by_Simulated_Annealing_-_1983.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://links.jstor.org/sici?sici=0036-8075%2819830513%293%3A220%3A4598%3C671%3AOBSA%3E2.0.CO%3B2-8} } @INCOLLECTION{koehler96, author = {J.R. Koehler and A.B. Owen}, title = {Computer Experiments}, booktitle = {Design and analysis of experiments}, publisher = {Elsevier}, year = {1996}, editor = {S. Ghosh and C.R. Rao}, volume = {13}, series = {Handbook of statistics}, pages = {261-308}, doi = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.48.5706}, file = {:/home/B01554/Documents/JabRef/Koehler_Owen_-_Computer_Experiments_-_1996.pdf:PDF}, owner = {B01554}, timestamp = {2014.05.16} } @MISC{ku10, author = {Yu-Cheng Ku and Peter Bloomfield}, title = {Generating Random Wishart Matrices with Fractional Degrees of Freedom in {OX}}, howpublished = {http://www.gwu.edu/~forcpgm/YuChengKu-030510final-WishartYu-ChengKu.pdf}, year = {2010}, doi = {http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.212.1145}, keywords = {Inverse-Wishart}, owner = {B01554}, timestamp = {2014.04.16}, url = {http://www.gwu.edu/~forcpgm/YuChengKu-030510final-WishartYu-ChengKu.pdf} } @ARTICLE{kuhn04, author = {Estelle Kuhn and Marc Lavielle}, title = {Coupling a stochastic approximation version of EM with an MCMC procedure}, journal = {European Series in Applied and Industrial Mathematics: Probability and Statistics}, year = {2004}, volume = {8}, pages = {115-131}, month = {September}, doi = {10.1051/ps:2004007}, file = {:/home/B01554/Documents/JabRef/Kuhn_Lavielle_-_Coupling_a_stochastic_approximation_version_of_EM_with_an_MCMC_procedure_-_2004.pdf:PDF}, owner = {B01554}, timestamp = {2014.08.22}, url = {http://dx.doi.org/10.1051/ps:2004007} } @TECHREPORT{gmti13, author = {Yannick Lefebvre and {\'E}tienne {de Rocquigny} and Anne Dutfoy and Franck Delcoigne and Bruno Sudret and Albannie Cagnac and others}, title = {Guide Méthodologique pour le Traitement des Incertitudes - Mise à jour 2013}, institution = {EDF R\&D}, year = {2013}, note = {Référence H-T57-2013-02207-FR}, owner = {B01554}, timestamp = {2014.05.15} } @BOOK{lemaire09, title = {Structural Reliability}, publisher = {Wiley {\&} Sons-ISTE Ltd.}, year = {2009}, author = {Maurice Lemaire and Alaa Chateauneuf and Jean-Claude Mitteau}, owner = {B01554}, timestamp = {2015.01.05} } @ARTICLE{legratiet14, author = {{Lo\"ic} {Le~Gratiet} and Josselin Garnier}, title = {Recursive co-kriging model for Design of Computer experiments with multiple levels of fidelity}, journal = {To be published in International Journal for Uncertainty Quantification}, year = {2014}, doi = {10.1615/Int.J.UncertaintyQuantification.2014006914}, owner = {B01554}, timestamp = {2014.07.23} } @BOOK{lemaitre10, title = {Spectral Methods for Uncertainty Quantification}, publisher = {Springer}, year = {2010}, author = {Olivier P. {Le~Maître} and Omar M. Knio}, series = {Scientific Computation}, note = {ISBN: 978-90-481-3519-6}, owner = {B01554}, timestamp = {2014.07.10} } @ARTICLE{liu94, author = {Chuanhai Liu and Donald B. Rubin}, title = {The ECME algorithm: A simple extension of EM and ECM with faster monotone convergence}, journal = {Biometrika}, year = {1994}, volume = {81}, pages = {633-648}, number = {4}, doi = {10.1093/biomet/81.4.633}, owner = {B01554}, timestamp = {2015.02.16} } @PHDTHESIS{LIU09, author = {D. Liu}, title = {Uncertainty Quantification with Shallow Water Equations}, school = {Ph. Dissertation in Natural Risk Management, Carl-Friedrich-Gauss Faculty, University of Braunschweig}, year = {2009} } @BOOK{manneville10, title = {Instabilities, Chaos and Turbulence - An Introduction to Nonlinear Dynamics and Complex Systems}, publisher = {Imperial College Press}, year = {2010}, author = {Paul Manneville}, edition = {Second Edition}, month = {July}, note = {ISBN: 978-1-84816-392-8}, owner = {B01554}, timestamp = {2014.07.10} } @BOOK{matheron71, title = {The theory of regionalized variables and its applications}, publisher = {{\'E}cole des Mines de Paris}, year = {1971}, author = {Georges Matheron}, series = {Les Cahiers du Centre de Morphologie Math{\'e}matique de Fontainebleau, Fascicule 5}, file = {:/home/B01554/Documents/JabRef/Matheron_-_The_theory_of_regionalized_variables_and_its_applications_-_1971.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://cg.ensmp.fr/bibliotheque/public/MATHERON_Ouvrage_00167.pdf} } @ARTICLE{mckay79, author = {M. D. {McKay} and R. J. Beckman and W. J. Conover}, title = {A comparison of three methods for selecting values of input variables in the analysis of output from a computer code}, journal = {Technometrics}, year = {1979}, volume = {21}, pages = {239-245}, file = {:/home/B01554/Documents/JabRef/McKay_Conover_Beckman_-_Selecting_Values_of_Input_Variables_in_the_Analysis_of_Output_From_a_Computer_Code_-_1979.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://www.jstor.org/stable/1271432?origin=JSTOR-pdf} } @INCOLLECTION{mockus78, author = {J. Mockus and V. Tiesis and A. Zilinskas}, title = {The application of Bayesian methods for seeking the extremum}, booktitle = {Global Optimization}, publisher = {North Holland, New York}, year = {1978}, editor = {L. Dixon and G. Szego}, volume = {2}, pages = {117-129}, owner = {B01554}, timestamp = {2015.02.17} } @BOOK{montgomery05, title = {Design and Analysis of Experiments}, publisher = {Wiley}, year = {2005}, author = {Douglas C. Montgomery}, edition = {6th Edition}, owner = {B01554}, timestamp = {2014.07.17} } @ARTICLE{oberkampf06, author = {William L. Oberkampf and Matthew F. Barone}, title = {Measures of agreement between computation and experiment: Validation metrics }, journal = {Journal of Computational Physics }, year = {2006}, volume = {217}, pages = {5 - 36}, number = {1}, note = {Uncertainty Quantification in Simulation Science }, abstract = {With the increasing role of computational modeling in engineering design, performance estimation, and safety assessment, improved methods are needed for comparing computational results and experimental measurements. Traditional methods of graphically comparing computational and experimental results, though valuable, are essentially qualitative. Computable measures are needed that can quantitatively compare computational and experimental results over a range of input, or control, variables to sharpen assessment of computational accuracy. This type of measure has been recently referred to as a validation metric. We discuss various features that we believe should be incorporated in a validation metric, as well as features that we believe should be excluded. We develop a new validation metric that is based on the statistical concept of confidence intervals. Using this fundamental concept, we construct two specific metrics: one that requires interpolation of experimental data and one that requires regression (curve fitting) of experimental data. We apply the metrics to three example problems: thermal decomposition of a polyurethane foam, a turbulent buoyant plume of helium, and compressibility effects on the growth rate of a turbulent free-shear layer. We discuss how the present metrics are easily interpretable for assessing computational model accuracy, as well as the impact of experimental measurement uncertainty on the accuracy assessment. }, doi = {http://dx.doi.org/10.1016/j.jcp.2006.03.037}, file = {:/home/B01554/Documents/JabRef/Oberkampf_Barone_-_Measures_of_agreement_between_computation_and_experiment_-_Validation_metrics_-_2006.pdf:PDF}, issn = {0021-9991}, keywords = {Validation of computational models}, owner = {B01554}, timestamp = {2014.07.17}, url = {http://www.sciencedirect.com/science/article/pii/S0021999106001860} } @BOOK{oberkampf10, title = {Verification and Validation in Scientific Computing}, publisher = {Cambridge University Press}, year = {2010}, author = {William L. Oberkampf and Christopher J. Roy}, owner = {B01554}, timestamp = {2014.07.09} } @ARTICLE{odell66, author = {P. L. Odell and A. H. Feiveson}, title = {A numerical procedure to generate a sample covariance matrix}, journal = {Journal of the American Statistical Association}, year = {1966}, volume = {61}, pages = {pp. 199-203}, number = {313}, doi = {http://www.tandfonline.com/doi/abs/10.1080/01621459.1966.10502018}, owner = {B01554}, timestamp = {2014.04.16} } @ARTICLE{oreskes98, author = {Noami Oreskes}, title = {Evaluation (not validation) of quantitative models}, journal = {Environmental Health Perspectives}, year = {1998}, volume = {106}, pages = {1453-1460}, file = {:/home/B01554/Documents/JabRef/Oreskes_-_Evaluation_(not_validation)_of_quantitative_models_-_1998.pdf:PDF}, owner = {B01554}, timestamp = {2014.08.24} } @INCOLLECTION{parent91, author = {{\'E}. Parent and F. Lebdi and P. Hurand}, title = {Stochastic Modeling of a Water Resource System: Analytical Techniques Versus Synthetic Approaches}, booktitle = {Water Resources Engineering Risk Assessment}, publisher = {Springer-Verlag}, year = {1991}, editor = {J. Ganoulis}, volume = {29}, series = {NATO Advanced Science Institutes Series G: Ecological Sciences}, pages = {415-434}, month = {December}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://rd.springer.com/chapter/10.1007%2F978-3-642-76971-9_22} } @ARTICLE{picheny10, author = {V. Picheny and D. Ginsbourger and O. Roustant and R.T. Hafka and N-H. Kim}, title = {Adaptive Designs of Experiments for Accurate Approximation of a Target Region}, journal = {Journal of Mechanical Design}, year = {2010}, volume = {132}, number = {7}, doi = {http://dx.doi.org/10.1115/1.4001873}, file = {:/home/B01554/Documents/JabRef/Picheny_-_Adaptive_Designs_of_Experiments_for_Accurate_Approximation_of_a_Target_Region_-_2010.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05} } @BOOK{pollard13, title = {Asymptotia: An Exposition of Statistical Asymptotic Theory}, publisher = {On line books}, year = {2013}, author = {Pollard, D.} } @ARTICLE{pronzato12, author = {L. Pronzato and W. M{\"u}ller}, title = {Design of computer experiments: space filling and beyond}, journal = {Statistics and Computing}, year = {2012}, volume = {22}, pages = {681-701}, number = {3}, doi = {10.1007/s11222-011-9242-3}, file = {:/home/B01554/Documents/JabRef/Pronzato_Muller_-_Design_of_computer_experiments_-_space_filling_and_beyond_-_2011.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.06} } @BOOK{rasmussen06, title = {Gaussian Processes for Machine Learning}, publisher = {MIT Press}, year = {2006}, author = {Carl Edward Rasmussen and Christopher K. I. Williams}, note = {ISBN-13 978-0-262-18253-9}, file = {:/home/B01554/Documents/JabRef/Rasmussen_Williams_-_Gaussian_Processes_for_Machine_Learning_-_2006.pdf:PDF}, owner = {B01554}, timestamp = {2014.07.24}, url = {http://www.gaussianprocess.org/gpml/} } @BOOK{robert04, title = {Monte Carlo Statistical Methods}, publisher = {Springer}, year = {2004}, author = {Christian P. Robert and George Casella}, edition = {Second Edition}, month = {August}, keywords = {Monte-Carlo}, owner = {B01554}, timestamp = {2014.04.15} } @ARTICLE{roustand12, author = {Olivier Roustant and David Ginsbourger and Yves Deville}, title = {DiceKriging, DiceOptim: Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization}, journal = {Journal of Statistical Software}, year = {2012}, volume = {51}, number = {1}, month = {October}, file = {:/home/B01554/Documents/JabRef/Roustand_-_DiceKriging_DiceOptim_-_Two_R_Packages_for_the_Analysis_of_Computer_Experiments_by_Kriging-Based_Metamodelling_and_Optimization_-_2012.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.06}, url = {http://www.jstatsoft.org/v51/i01/paper} } @ARTICLE{sacks89a, author = {J. Sacks and W.J. Welch and T.J. Mitchell and H.P. Wynn}, title = {Design and analysis of computer experiments}, journal = {Statistical Science}, year = {1989}, volume = {4}, pages = {409-435}, number = {4}, file = {:/home/B01554/Documents/JabRef/Sacks_-_Design_and_Analysis_of_Computer_Experiments_-_1989.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://www.jstor.org/stable/2245858} } @BOOK{santner03, title = {The design and analysis of computer experiments}, publisher = {Springer}, year = {2003}, author = {Thomas J. Santner and Brian J. Williams and William I. Notz}, series = {Springer Series in Statistics}, key = {sanwil03}, owner = {B01554}, timestamp = {2015.01.05} } @INPROCEEDINGS{sel97, author = {R.H.J. Sellin and J. Keast and D. Van Beeston}, title = {Seasonal Variation in River Channel Hydraulic Roughness}, booktitle = {Proceedings of the 27 IAHR World Congress "Water for a Changing Global Community" - Theme B: Environmental and Coastal Hydraulics: Protecting the Aquatic Habitat}, year = {1997}, pages = {1390-1396}, owner = {B01554}, timestamp = {2015.08.20} } @ARTICLE{smith72, author = {W. B. Smith and R. R. Hocking}, title = {Algorithm AS 53: Wishart Variate Generator}, journal = {Journal of the Royal Statistical Society, Series C (Applied Statistics)}, year = {1972}, volume = {21}, pages = {pp. 341-345}, number = {3}, doi = {http://www.jstor.org/stable/2346290}, owner = {B01554}, timestamp = {2014.04.17} } @ARTICLE{stein1964, author = {Stein, C.}, title = { Inadmissibility of the usual estimator for the variance of a normal distribution with unknown means}, journal = {Annals of the Institute of Mathematical Statistics}, year = {1964}, volume = {16}, pages = {155-160} } @BOOK{stein99, title = {Interpolation of Spatial Data - Some Theory for Kriging}, publisher = {Springer-Verlag New York}, year = {1999}, author = {Michael L. Stein}, series = {Springer Series in Statistics}, doi = {10.1007/978-1-4612-1494-6}, owner = {B01554}, timestamp = {2015.02.17} } @BOOK{USG89, title = {Guide for selecting Manning's roughness coefficients for natural channels and flood plains}, publisher = { U.S. Geologogical Survey Water Supply, paper 2339}, year = {1989}, author = {U.S. Geological Survey}, timestamp = {2014.07.17} } @STANDARD{ASME09, title = {Standard for Verification and Validation in Computational Fluid Dynamics and Heat Transfer}, institution = {The American Society of Mechanical Engineers}, author = {{The American Society of Mechanical Engineers}}, number = {V\&V 20}, year = {2009}, note = {ISBN: 9780791832097}, file = {:/home/B01554/Documents/JabRef/ASME_-_Standard_for_Verification_and_Validation_in_CFD_and_Heat_Transfer_-_2009_-_part1.pdf:PDF;:/home/B01554/Documents/JabRef/ASME_-_Standard_for_Verification_and_Validation_in_CFD_and_Heat_Transfer_-_2009_-_part2.pdf:PDF}, owner = {B01554}, timestamp = {2014.07.17} } @STANDARD{ASME06, title = {Guide for Verification and Validation in Computational Solid Mechanics}, institution = {The American Society of Mechanical Engineers}, author = {{The American Society of Mechanical Engineers}}, number = {V\&V 10}, month = {July}, year = {2006}, owner = {B01554}, timestamp = {2014.07.17} } @INCOLLECTION{tierney96, author = {Luke Tierney}, title = {Introduction to general state-space Markov chain theory}, booktitle = {Markov Chain Monte Carlo in Practice}, publisher = {Chapman \& Hall/CRC}, year = {1996}, editor = {W. R. Gilks and S. Richardson and D. J. Spiegelhalter}, series = {Interdisciplinary Statistics}, chapter = {4}, pages = {59-74}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://www.worldcat.org/isbn/0412055511} } @BOOK{tinsson10, title = {Plans d'expérience: constructions et analyses statistiques}, publisher = {Springer}, year = {2010}, author = {Walter Tinsson}, series = {Mathématiques \& Applications}, owner = {B01554}, timestamp = {2014.07.17} } @PHDTHESIS{toal09, author = {Toal, D. J.J.}, title = {Proper orthogonal decomposition and kriging strategies for design}, school = {Ph. Dissertation from the University of Southampton, School of Engineering Sciences}, year = {2009} } @ARTICLE{toal08, author = {Toal, D. J.J. and Bressloff, N. W. and Keane, A. J.}, title = { Kriging hyperparameter tuning strategies}, journal = {The American Institute of Aeronautics and Astronautics (AIAA) Journal}, year = {2008}, volume = {46}, pages = {1240-1252} } @ARTICLE{toal11, author = {Toal, D. J.J. and Bressloff, N. W. and Keane, A. J. and Holden, C.M.E.}, title = { The Development of a Hybridized Particle Swarm for Kriging Hyperparameter Tuning}, journal = {Engineering Optimization}, year = {2011}, volume = {43}, pages = {1-28} } @ARTICLE{vanderpoorten01, author = {Alain Vanderpoorten and Rodolphe Palm}, title = {Compared regression methods for inferring ammonium nitrogen concentrations in running freshwaters from aquatic bryophyte assemblages}, journal = {Hydrobiologia}, year = {2001}, volume = {452}, pages = {181-190}, number = {1-3}, month = {June}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://rd.springer.com/article/10.1023%2FA%3A1011910506517} } @ARTICLE{vazquez11, author = {Vazquez, E. and Bect, J.}, title = { Sequential search based on kriging: convergence analysis of some algorithms}, journal = {ISI 58th World Statistics Congress of the International Statistical Institute (ISI2011)}, year = {2011}, volume = {Dublin, Ireland, August 21-26}, pages = {1} } @INPROCEEDINGS{vazquez09, author = {Emmanuel Vazquez and Julien Bect}, title = {A sequential Bayesian algorithm to estimate a probability of failure}, booktitle = {15th IFAC Symposium on System Identification}, year = {2009}, file = {:/home/B01554/Documents/JabRef/Vazquez_Bect_-_A_sequential_Bayesian_algorithm_to_estimate_a_probability_of_failure_-_2009.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.06}, url = {https://hal.archives-ouvertes.fr/hal-00368158v2} } @BOOK{VIO98, title = {M\'ecanique des Fluides Appliqu\'ee}, publisher = {Presses de l'\'Ecole Nationale des Ponts et Chauss\'ees}, year = {1998}, author = {P.-L. Viollet and J.-P. Chabard and P. Esposito and D. Laurence}, timestamp = {2014.05.13} } @BOOK{WAL89, title = {Urban Water Surface Management}, publisher = {John Wiley and Sons}, year = {1989}, author = {S.G. Walesh}, timestamp = {2014.07.17} } @ARTICLE{wang09, author = {Qing Wang and Kulkarni, Sanjeev R. and Sergio Verd{\'u}}, title = {Divergence Estimation for Multidimensional Densities Via k-Nearest-Neighbor Distances}, journal = {IEEE Transactions on Information Theory}, year = {2009}, volume = {55}, pages = {2392-2405}, number = {5}, month = {May}, owner = {B01554}, timestamp = {2015.08.20} } @INPROCEEDINGS{wang06, author = {Qing Wang and Sanjeev R. Kulkarniand and Sergio Verd{\'u}}, title = {A Nearest-Neighbor Approach to Estimating Divergence between Continuous Random Vectors}, booktitle = {IEEE International symposium on information theory}, year = {2006}, pages = {242-246}, file = {:/home/B01554/Documents/JabRef/Wang_-_A_Nearest-Neighbor_Approach_to_Estimating_Divergence_between_Continuous_Random_Vectors_-_2006.pdf:PDF}, owner = {B01554}, timestamp = {2015.01.05}, url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4035959} } @ARTICLE{warner04, author = {Steve Warner and Nathan Platt and James F. Heagy}, title = {User-Oriented Two-Dimensional Measure of Effectiveness for the Evaluation of Transport and Dispersion Models}, journal = {Journal of Applied Meteorology}, year = {2004}, volume = {43}, pages = {58-73}, number = {1}, month = {January}, doi = {10.1175/1520-0450(2004)043<0058:UTMOEF>2.0.CO;2}, file = {:/home/B01554/Documents/JabRef/Warner_Platt_-_Two-Dimensional_Measure_of_Effectiveness_for_the_Evaluation_of_Transport_and_Dispersion_Models_-_2003.pdf:PDF}, owner = {B01554}, timestamp = {2014.07.17}, url = {http://dx.doi.org/10.1175/1520-0450(2004)043<0058:UTMOEF>2.0.CO;2} } @ARTICLE{WOH98, author = {E.E. Wohl}, title = {Uncertainty in Flood Estimates Associated with Roughness Coefficient}, journal = {Journal of Hydraulic Engineering}, year = {1998}, volume = {124}, pages = {219-223}, number = {2}, file = {:/home/B01554/Documents/JabRef/Dempster_-_Maximum_likelihood_from_incomplete_data_via_the_EM_algorithm_-_1977.pdf:PDF}, owner = {B01554}, timestamp = {2014.08.22}, url = {http://links.jstor.org/sici?sici=0035-9246%281977%2939%3A1%3C1%3AMLFIDV%3E2.0.CO%3B2-Z} } @comment{jabref-meta: selector_publisher:} @comment{jabref-meta: selector_author:} @comment{jabref-meta: selector_journal:} @comment{jabref-meta: selector_keywords:}