Sentence examples for model validation utilizes from inspiring English sources
Additionally, model validation utilizes "climate of the 20th century" emission scenario 20C3M [15].
System workflow can be visualized with PNSRL, which can lead to system model validation utilizing PN tokens.
For calibration, three models were applied to simulate urban growth trends in 2010; the actual data of 2010 were used for model validation utilizing the Relative Operating Characteristic (ROC) and Kappa coefficient methods Consequently, future urban growth maps of 2020 and 2030 were created.
100% model validation was obtained by utilizing 30 independent samples.
DCN data points acquired using an IQT were utilized for model validation and expansion of the experimental database used in this study.
Another common approach is to utilize internal model validation methods, like cross-validation to try to achieve a generalizable NN model.
In this paper, we apply the Method of Uncertainty Analysis using Polynomial Chaos Expansions (MUM-PCE) [D.A. Sheen, X. You, H. Wang, T. Løvås, Proc. Combust. Inst. 32 (2009) 535 542] to demonstrate how the multispecies measurement may be utilized beyond simple model validation.
As such, fewer experiments need to be conducted (e.g., non-reacting tests + reacting tests at each condition), while existing literature data can be more reliably utilized for kinetic model validation and improvement.
Real data from an Australian case company is utilized to design test experiments for model validation and evaluation.
Anderson Darling goodness-of-fit test is employed to perform the normality test, and Box Cox transformation approach is utilized to convert the non-normality data into normal distribution for hypothesis testing in quantitative model validation.
