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The ISM operation contains sub layers, such as Node Configuration and User Operations.
Main oil bearing horizon is called Asmari formation which is divided to different sub layers due to petrophysical property differences.
In each of these layers, there exist sub layers according to the type of tasks allowed to the users.
To feed formation types and their sub layers into the neural network, we convert their values from categorical to numerical by assigning numerical codes to them.
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The tetrahedral sub-layers of enantiomers have the same value.
None of the InChI sub-layers, except for the stereochemistry sub-layers, can express that its value is (partially) unspecified.
As we have noted, if two entities are enantiomers, their tetrahedral stereochemistry sub-layers have the same values, and the entities are distinguished by inverted tetrahedral sub-layers.
There are several well-defined possibilities: removing the isotopes sub-layers, removing the protons sub-layer or removing the stereo sub-layers.
Cover was estimated by sub-layers (top or dominant layer, down or suppressed layer), and total (dominant plus suppressed sub-layers).
The same approach has to be applied to the tetrahedral sub-layers if the inverted tetrahedral sub-layers of both identifiers have the same value.
However, the errors can be reduced by dividing the medium into enough sub-layers.
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