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Here I am not referring to the time directions (toward-the-past, toward-the-future), which are certainly legitimate enough in physics and do sometimes play important roles.
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In contrast, the resolution in the time direction decreases.
The constructal law states the time direction of the evolutionary design phenomenon.
This result also shows the independence from the time direction of the Markov condition.
That is to say, the line depicted in Fig. 5c is along the time direction.
X axis is the time direction and Y axis is the value of data.
Problem (1 - 2) is invariant if we reverse the time direction: (t mapsto- t).
However, TSR only performs data filtering along the time direction, while the spatial information is not exploited for noise reduction.
Therefore, from Figure 1b,d, we can observe that the resolution in the time direction decreases as the parameter a decreases.
Obviously, the conventional TFPF that filters along the time direction does not sufficiently take this issue into account.
The proposed identification method uses the information not only from the time direction but also along the batch direction to improve the identification performance from batch to batch.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com