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The second pack of four ANN models considers only one SCP in the input layer, namely V S30, slope, H 800 and f 0 (proxy1sine in Fig. 4).
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Many of these models consider only steady state analysis; the available dynamic models typically operate only in simple open loop configurations.
The review of previous models shows that early thermal time models considered only the forcing units of growth, rather than the chilling requirements.
The existing overlapping models consider only the geometric area of adjacent beads, but ignore the spreading of the melted weld beads.
Early detection can improve outcomes, yet previous risk models consider only baseline risk factors (BF) not incorporating a proximate and timely data source the wound itself.
However, in the referred works concerned with controller design problems, assumptions are firstly made that system models considered only consist of static uncertainty.
Along with these, models considering only bipolar devices [87 89], change of CF size [90, 91], and many other factors [92, 93] are taken into account.
However, all these models considered only one drug at a time.
Fixed-effect models consider only within-study variability.
Unlike our model, most previous models considered only input or only output structure.
We conclude that models incorporating dosimetry can account for differing exposure scenarios and will therefore improve risk assessments over models considering only parameters of external exposure.
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CEO of Professional Science Editing for Scientists @ prosciediting.com