Statistical Analysis of Computer Models and The Use of Derivative Information

[1]  A. O'Hagan,et al.  Bayesian calibration of computer models , 2001 .

[2]  T. J. Mitchell,et al.  Bayesian Prediction of Deterministic Functions, with Applications to the Design and Analysis of Computer Experiments , 1991 .

[3]  Thomas J. Santner,et al.  The Design and Analysis of Computer Experiments , 2003, Springer Series in Statistics.

[4]  Norman Chang,et al.  Fast statistical-based interconnect modeling using automatic differentiation , 1999, 1999 International Conference on Simulation of Semiconductor Processes and Devices. SISPAD'99 (IEEE Cat. No.99TH8387).

[5]  A. O'Hagan,et al.  Probabilistic sensitivity analysis of complex models: a Bayesian approach , 2004 .

[6]  A. OHagan,et al.  Bayesian analysis of computer code outputs: A tutorial , 2006, Reliab. Eng. Syst. Saf..

[7]  M. D. McKay,et al.  A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , 2000 .

[8]  R. Errico.  What is an adjoint model , 1997 .

[9]  Kristjan Aû,et al.  Comprising Prior Knowledge in Dynamic Gaussian Process Models , 2005 .

[10]  Henry P. Wynn,et al.  Screening, predicting, and computer experiments , 1992 .

[11]  Dan G. Cacuci,et al.  Sensitivity Analysis of a Radiative-Convective Model by the Adjoint Method , 1982 .

[12]  A. O'Hagan,et al.  Bayesian inference for the uncertainty distribution of computer model outputs , 2002 .

[13]  Carl E. Rasmussen,et al.  Derivative Observations in Gaussian Process Models of Dynamic Systems , 2002, NIPS.

[14]  T. J. Mitchell,et al.  Bayesian design and analysis of computer experiments: Use of derivatives in surface prediction , 1993 .

[15]  Laura Painton Swiler,et al.  Calibration, validation, and sensitivity analysis: What's what , 2006, Reliab. Eng. Syst. Saf..

[16]  A. Seheult,et al.  Pressure Matching for Hydrocarbon Reservoirs: A Case Study in the Use of Bayes Linear Strategies for Large Computer Experiments , 1997 .

[17]  Max D. Morris,et al.  Asymptotically optimum experimental designs for prediction of deterministic functions given derivative information , 1994 .

[18]  Thomas Kaminski,et al.  Recipes for adjoint code construction , 1998, TOMS.

[19]  R. Giering,et al.  Construction of the adjoint MIT ocean general circulation model and application to Atlantic heat transport sensitivity , 1999 .