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The presence of additional elements in the Al Si alloy system allows many complex intermetallic phases to form, which make characterisation non-trivial.
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Furthermore, adult males are typically rare in field collections, making characterisation of Culicoides communities impossible.
This approach should make hit characterisation and follow-up from screening much more tractable.
While injected dyes allowed us to initially observe and make preliminary characterisation of the calcium response we found it difficult to thoroughly analyse speed and magnitude.
Asked whether it would be more difficult for Labor to work with Trump given the opposition leader, Bill Shorten, had described him as "barking mad", Wong said it had been an "unusual election campaign" where a number of political figures had intervened to make personal characterisations of the presidential aspirant.
One thing he bristles at though is the "barrow boy made good" characterisation that follows him round.
For Lila, Elena is the brilliant friend, and the frustration both women feel at the choices of the other is one of the motors that makes the characterisation so satisfyingly deep.
However, the inaccessibility and migratory nature of these cells has made their characterisation particularly problematic in mammalian systems.
Such diversity has made precise characterisation of fibroblasts challenging, and there remains no truly unique single marker that unequivocally identifies a cell as a fibroblast [ 6].
Progress has been made in characterisation of genotoxicity, toxicokinetics, formation of exogenous and endogenous DNA adducts, controlled human studies and epidemiology.
However, the lack of biomarkers and the fluctuating nature and lack of specificity of symptoms makes disease characterisation and disability assessment challenging.
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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