This is a significant finding if we consider this system's applicability for real-time applications where the testing is done ad hoc, as it shows that the controlled scenarios are only necessary for the training stage and, once the system is trained, it will return satisfactory results in random situations.
The outcome of this work is a first step towards the evaluation of the applicability of nanofluids in applications where more complex heat transfer modes, namely boiling and Critical Heat Flux, are involved that are of great importance for the cooling of Fusion reactors.
Furthermore, we will explore its applicability on data stream mining applications, where the input is a continuous flow of data records.
However, as in reality the model's landscape is not entirely smooth, it is crucial to map rugged regions across chemical space, since identifying these regions is the only way of assuring that the model is being safely used for future predictions [41.] The applicability domain establishes where the QSAR is smooth (i.e., where the dependency between structure and property holds).
Results have applicability in countries where there is a high level of farm computer ownership, relevant spatial information is available in GIS format, where governments are happy to make spatial information available to the public and there is pressure for increased environmental awareness and improved decision making by Land Managers.
In the past, top school performance used to be seen in vague terms and theoretical notions, but excellence today must also mean excellent outcomes — especially in science, where applicability is everything, the report says.
The proposed method has general applicability to problems where the so-called inverse square law for intensity can be assumed to be valid.
Such hierarchically structured surfaces may show superior applicability for reactions where mass transport into the porous layer plays a decisive role for the reaction rate or detection probability.
Calcium silicate based materials have gained popularity in recent years due to their resemblance to mineral trioxide aggregate (MTA) and their applicability in cases where MTA is indicated.
Certainly, PI control of study design would seem to be of questionable applicability in cases where the design of the study is determined in advance by explicit regulatory agency direction.
