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Experimental design for Partially Observed Markov Decision Processes
Experimental design Partially Observed Markov Decision Processes
2012/11/22
This paper deals with the question of how to most effectively conduct experiments in Partially Observed Markov Decision Processes so as to provide data that is most informative about a parameter of in...
The algebraic method provides useful techniques to identify models in designs and to understand aliasing of polynomial models. The present note surveys the topic of Gr¨obner bases in experimental desi...
Bayesian experimental design for the active nitridation of graphite by atomic nitrogen
Optimal experimental design Uncertainty quanti cation
2011/7/19
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 real exper...
Bayesian Computer-Aided Experimental Design of Heterogeneous Scaffolds for Tissue Engineering
Tissue engineering Solid freeform fabrication Heterogeneous designs Bayesian modeling
2009/12/22
This paper presents a Bayesian methodology for computer-aided experimental design of heterogeneous scaffolds for tissue engineering
applications. These heterogeneous scaffolds have spatial distributi...