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The methodology provides the following results: a) list of properties with critical importance on design; b) acceptable levels of accuracy for different thermo-physical property prediction models; and c) design variables versus properties relationships.

This is mathematically equivalent to solving Q ̂ = arg min Q ∈ M CL y, Q, where denotes the set of possible models and C L y,Q) is the code length function.

Fig. 6 Semi-Variogram plots of a the Lidar-derived MCH map, b the residual map from different RF models, and c the residual map from different ME models.

Different degrees of modelling sophistication were employed: (A) the analytical calculations described in the Society of Fire Protection Engineers SFPEE) handbook, (B) an individual use of evacuation models and (C) a multi-model approach, presented in this paper for the first time.

This paper theorizes FOLC as a response to several problematics, including (a) the aforementioned demand for greater educational focus on higher-order competency development, (b) the deficiencies of distance education and MOOCs as learning models, and (c) a quest for new learning models that strengthen deliberation skills and deepen democratic experience.

In this category are the Multi-Layer Perceptrons and the Support Vector Machines, which are the recommended methods because (a) they can estimate the function on the basis of a few samples, (b) they use flexible and adaptive models and (c) they can overcome the curse of dimensionality.

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FGFR1 gene amplification was detected in 5 of 24 (21%) SCC models and c-MET gene amplification in one (14%) adenocarcinoma model.

In this model simulation (Model B and C), we considered each reaching target to have independent but similar learning networks.

a Model 0, b Model C, and c Model H3 averaged over 25 heterogeneous patterns at periods of 2, 3, 5, 7, and 10 s.

Increment of fit between 1) model A and model B; 2) model B and model C; 3) model C and model D was tested using a χ 2 test.

Figure 1 Two-dimensional conductance models.(A) Constant model, (B) AMK2003 model and (C) BGS2012 model.

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