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The model consists of 30 independent recurrent neural networks and uses predicted quantities of secondary structure elements and residue solvent accessibility as an input vector.
The incorporation of predicted quantities in the input vector allowed for theoretical mutant N-linked glycan branching predictions without initial experimental analysis of protein structures.
Three aspects of performance can be considered in the evaluation of a spatially distributed PTF: (i) the correlation of observed and predicted quantities across different spatial scales; (ii) the reproduction of observed variance across different spatial scales; and (iii) the spatial pattern of the model error.
Application of the aforementioned three models in the Kuqa Depression of the Tarim Basin in western China shows that the simplified pseudo 3-D model is very efficient and less computationally extensive, and the predicted quantities and locations of petroleum accumulations approach those determined by exploration, showing these models could form a useful prospecting method.
In addition, the predicted quantities in contrast with real quantities should have a linear relation and consistent slope.
Near infrared hyperspectral imaging may also help to improve the relationship between the predicted quantities of oxidative damage to an area within a historic tapestry, as it allows for both spatial and spectral information to be collected.
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Low operating performance of the heat exchangers and the alterations in operating conditions contribute to increase of the amount of purge gas of the process from its predicted quantity in the design condition.
EUE refers to the predicted quantity of energy which is not provided because of the insufficient capacities for both generation and transmission.
KF is the predicted quantity of adsorption per gram of the AgNPs beads at unit equilibrium concentration of atrazine solution and 1/n is the measure of the nature and strength of the adsorption process and the distribution sites.
Accordingly, from the predicted quantity of the heat capacity consumption of the room of the start-up phase and the continued operation phase, the daily heat capacity consumption target can be determined.
Although profile scattering suggests that the lower limit of quantitative capability has been reached, averaging the LRE-derived quantities of the two molecule samples produces a value close to the predicted quantity, challenging such a simple interpretation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com