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The provided online algorithm updates model parameters subsequently by the links of a new sampled node and explores the general structure of massive and growing networks with millions of nodes and hundreds of clusters in hours.
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Different types of ANNs including MLPs, generalized regression neural networks (GRNNs) and probabilistic neural networks (PNNs) are used to identify the well-testing interpretation model and estimate the model-related parameters subsequently.
The model parameters can subsequently be estimated from experimental data using different procedures [ 13, 25].
Initial estimates of the model parameters were then subsequently adjusted with the Solver function in Excel to minimise the differences between the modelled (predicted) and observed data.
This indicates that the model parameters of homologous series, subsequently pVT and VLE, can be predicted when experimental data are not available.
Model parameters thus obtained were subsequently used as constraints to quantify the CMT processes involving Co II EDTA and its oxidation product Co III EDTA.
The upper and lower bounds of the magnitude of the analytical model parameters have been proposed subsequently with a method to identify the parameters for a specific beam column joint depending on its physical parameters.
Subsequently, model parameters corresponding to a wider range of doses (i.e. including both low-dose and high-dose behavior) were estimated using dose-response data (for doses ranging from 0.1 - 10 μM) reported by Drobna et al. [ 53].
Subsequently, the GTN model parameters were determined by metallographic considerations and RVE simulations.
Parametric and generative approaches explicitly or implicitly model the distributions for each class separately and subsequently estimate the model parameters from the training data.
Using the Fourier transformed linear response function, we subsequently fitted our model parameters.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com