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With the exception of the trivial case of nanomaterials made from toxic or highly reactive materials, this approach has yielded few actionable guidelines for predicting nanomaterial risk.
While we propose this technique as a method for monitoring self-assembly of 3D metastructures comprised of 2D materials, this approach may also find applications in a wide range of other areas such as controlling flake alignment for liquid phase deposition of 2D materials24,26 or for spatial monitoring of nanoparticle distributions35.
Without additional training data or external materials, this approach yields state-of-the-art performance on the shallow parsing and base-chunking benchmark datasets (94.50 and 93.12 in F rates).
Such an extensive validation exercise allowed us to prove that the proposed reformulation of the TCD is successful in predicting the dynamic strength of notched metallic materials, this approach proving to be capable of estimates falling within an error interval of ±20%.
Despite the more complex fabrication technology of such hybrid heterostructures, which requires a combination of quite different growth conditions for II-O and III-N materials, this approach looks quite promising due to additional degrees of freedom provided for bandgap engineering of the ZnO-based LEDs.
The electrical method exploits the effect of carrier concentration on the optical properties of materials; this approach controls the optical functionality of the device by applying a voltage.
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Assuming simultaneous ablation of standard and sample material, this approach will lead to correction for matrix effects during the measurement similar to a single standard addition approach.
Some games and game marketing materials embrace this approach wholeheartedly, not just in cinematics but in playable game elements too.
Although concrete sustainability can be remarkably improved by replacing high amounts of Portland cement clinker with supplementary cementitious materials (SCMs), this approach is far from being fully exploited.
"These materials, and this approach, is ideal for making smart colour-changing skins or soft devices in which fluid is pumped from one place to another.
The raw materials of this approach are simple: this is how my religion inspires me to build understanding and cooperation with people who are different.
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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