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BAYESIAN NUMERICAL ANALYSIS。
Moving Taylor Bayesian Regression for nonparametric multidimensional function estimation with possibly correlated errors
interpolation irregular sampling numerical differentiation rational function smoothing
2012/4/24
We present a nonparametric method for estimating the value and several derivatives of an unknown, sufficiently smooth real-valued function of real-valued arguments from a finite sample of points, wher...
Bayesian experimental design for the active nitridation of graphite by atomic nitrogen
Optimal experimental design Uncertainty quantification Bayesian analysis Information gain Mutual information
2011/9/29
Abstract: The problem of optimal data collection to efficiently learn the model parameters of a graphite nitridation experiment is studied in the context of Bayesian analysis using both synthetic and ...