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The results show that the multiphysics simulation model matches test data well and indicate that high fidelity models can be generated with the automatic model generation process.
The Perl module Procedures.pm contains procedures that guide the application through the general steps of the model generation process.
The Perl module Output.pm contains procedures that generate all output files after the model generation process is finished.
Hence, we begin the following section by presenting our key assumptions and delineate the model generation process, which involves analytical and simulative derivations and general linear least squares curve fitting techniques.
The whole model generation process is described in all details.
The models were also external validated using four compounds (test set) not included in the model generation process.
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Figure 3 compares both of the prior model generation processes.
The study particularly highlights that the state-of-the-art is fragmented: most research works focus on specific, limited steps of the 3D models generation process, but no solution has yet been able to tackle the whole generation chain.
These experimental amplitudes are compared to theoretical curves based on a simplified model of the generation process.
The mesh generation approach has the abilities to preserve the representation accuracy of the input geometry model, create a close relationship between geometry modeling and grid generation process, be automated to a large degree.
We use a probabilistic model of the read generation process similar to the model of Li et al. (2010) and we develop an MCMC algorithm for Bayesian inference over the model.
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model creation process
sample generation process
pattern generation process
model formation process
models generation process
template generation process
model generation library
model validation process
model evaluation process
model building process
model generation simulation
model structure process
model budget process
model estimation process
model extension process
model selection process
model construction process
model development process
model generation estimation
model generation time
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