ADGEN: a system for automated sensitivity analysis of predictive models
Pin, F.G.; Horwedel, J.E.; Oblow, E.M.; Lucius, J.L.
Proceedings of the eight annual DOE low-level waste management forum: Technical Session 5, Performance assessment1987
Proceedings of the eight annual DOE low-level waste management forum: Technical Session 5, Performance assessment1987
AbstractAbstract
[en] A system that can automatically enhance computer codes with a sensitivity calculation capability is presented. With this new system, named ADGEN, rapid and cost-effective calculation of sensitivities can be performed in any FORTRAN code for all input data or parameters. The resulting sensitivities can be used in performance assessment studies related to licensing or interactions with the public to systematically and quantitatively prove the relative importance of each of the system parameters in calculating the final performance results. A general procedure calling for the systematic use of sensitivities in assessment studies is presented. The procedure can be used in modeling and model validation studies to avoid over modeling, in site characterization planning to avoid over collection of data, and in performance assessments to determine the uncertainties on the final calculated results. The added capability to formally perform the inverse problem, i.e., to determine the input data or parameters on which to focus to determine the input data or parameters on which to focus additional research or analysis effort in order to improve the uncertainty of the final results, is also discussed. 7 references, 2 figures
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Source
EG and G Idaho, Inc., Idaho Falls (USA); p. 86-95; Feb 1987; p. 86-95; 8. annual participants' information meeting of the DOE Low-Level Waste Management Program; Denver, CO (USA); 22-26 Sep 1986; Available from NTIS, PC A06/MF A01; 1 as DE87012446
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