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The ANN model is trained such that it is able to predict with an acceptable accuracy range the amount of absorbed energy for different configurations of input variables.
The contact mechanics data generated from the FEM runs were used as training data to a statistical interpolator which estimated joint contact data for untested configurations of input variables.
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In computer-aided design (CAD) systems the tablet-plus-keyboard has been the most common configuration of input devices.
To run the workflow, an initial configuration of "Input Parameter" meta-node is required to set the values of given parameters including number of folds for cross-validation (nfold), target protein name and UniProt accession number, working directory path, fingerprints and associated bioactivity.
Not only can the mechanisms leading to grid-like activity only unfold while navigating and not during rest periods, they also appear to require, in our model, the exact configuration of input activity at each location in the environment.
We compared the 6 different configurations/families (A to F) using the BMS approach to reveal the optimal configuration of input regions and intrahemispheric modulations for words and pictures (Fig. 4 b ).
θ κ L and θ κ R represent the possible configurations of the input that lead to the states ζ L and ζ R, respectively.
A machine usually has a distinguished configuration (s_{mathrm {acc}}) called the accept configuration and a set (I=I(M)) of input configurations which recursively enumerate words in some finite alphabet A. A machine halts if none of the commands is applicable to the configuration.
Based on the configuration of our input line, we estimate an average photon number of approximately one in the resonators for these measurements.
In the training data set, the configuration of all input data is generated by uniform design and the corresponding output data are the result of simulation runs.
The SOM-hybrid ANN we used for this work had a configuration of 194 input nodes (30 and 13, respectively, for the subsampled cases) plus one bias node, 23 output nodes, and a 40-by-40 40-by-40 40-by-40ectangular SOM in the hidden layerectangular
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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