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In addition to feed forward network and the recurrent neural network-based language models architectures convolution neural network (CNN) [19] was applied to estimate language models with inputs to the network in the form of character and output predictions is at the word-level.
The study is based on hydraulic, thermo-mechanical and thermo-electrical calculations performed by means of 2D and 3D finite element (FE) models, with inputs coming partly from the ITER reference design documentation and partly from the design review activities presently in progress.
DCM models with inputs to dorsal frontal regions had greater evidence than the same models with inputs to ventral frontal regions (e.g., families D and E better than A, B, and C; see Fig. 4 b ).
Evidence clearly favored models with inputs to both OFA and FFA, suggesting that activity in FFA is partly independent of that in OFA.
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Optimal design for parameter estimation in Gaussian process regression models with input-dependent noise is examined.
More precisely, the statistical models will be regression models with input-dependent design matrix and input-correlated errors.
Comparison between shrinkage stress calculated using Eq. (8.b) and other models with input parameters taken from various sources (Table 1) is given in Fig. 10.
In this paper, a method for an explicit, quantitative uncertainty assessment suitable for quantitative energy models with input variables is proposed.
This knowledge often serves as a guide for the development of mesoscopic and macroscopic continuum models, with input parameters provided by atomistic models.
The use of three-dimensional ecosystem models with input from digital terrain maps may provide a means for such aggregation to be conducted.
There are situations where the pdfs have anomalous behavior such as heavy tails, which can arise in uncertainty analysis of nonlinear computer models with input parameters subject to different sources of errors.
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