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The CFR members were taken from the predictive run (without instrumental data as input), which enables the comparison between the reconstruction and the instrumental data.
The article first presents an acoustic phonetic treatment of phonemic inventories in the three Caucasian families that involves both a review of recent instrumental data on the topic as well as a new analysis of experimental acoustic data.
Were the neural networks to be useful to such a mapping, they could in principle be employed for several purposes, such as soil identification using instrumental data, design of early warning systems and estimation of probabilistic spectra via Monte Carlo simulation, in which the ANN act as an efficient solver surrogate.
When it comes to actual data files as opposed to the associated metadata, MetaboLights is pragmatic: all of 'raw' instrumental data formats, converted open-source file formats and any format of processed data are supported.
Joint information from our regional average temperature reconstruction and the instrumental data indicates that the 1990s were likely the warmest decade in the last 2000 years, as it exceeds the upper boundary of 90% path-wise confidence intervals (Fig. 2).
The authors also thank very much the proxy and instrumental data provider.
Their conclusion is based on high precision, high accuracy instrumental data with high scientific certainty.
As instrumental platforms and data acquisition electronics are becoming ubiquitous, efficiently storing and handling the large data sets they generate become critical.
So the scientists filed the data away as instrumental error.
Defining atrial arrhythmic burden is derived from integrating clinical, device-derived data, as well as instrumental findings (such as echocardiographic measures).
Although gene expression data have been proposed as instrumental for defining homologous relationships, several lines of evidence suggest that this type of data can be misleading if used in isolation.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com