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Industrial technology has enabled extracting oil and gas from ever more remote places in the world.
This enabled extracting two factors identified as "teacher-focused meta-architecture" and "student-focused meta-architecture".
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Reflecting on this actively participating in a constantly changing situation is done to enable extracting future alternative guidelines or directions for best practice.
Feature selection algorithms enable extracting the most informative feature sets to be included in the data-driven inference engine (or classifier).
We also propose an algorithmic mapping that enables extracting TRANC-based routing algorithms from existing routing algorithms, which can be both deterministic and adaptive.
Pushing this limit would enable extracting more information on the robustness of a given synthon, of a given metal-ligand coordination or a host-guest interaction, which are quite important in crystal engineering.
Recently we developed the concept of variable field (VF) PEDRI which enables extracting a functional map from a limited number of images acquired at pre-selected EPR excitation fields using specific paramagnetic probes (Khramtsov et al., J. Magn. Reson. 202 (2010) 267 273).
The text based database interrogation enables extracting the current tentative annotations using any querying keywords.
The text search enables extracting virus information using any querying keywords.
Combined with more efficient, wrapper-type of search algorithms, such network-guides feature selection approaches could be scaled-up in the future to enable extracting also larger sub-networks with improved predictive capability.
Using relations and rules defined among entities, semantics are deployed to model and expand domains (biorefinery pathways) whereas enabling extracting and creating knowledge.
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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