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A few important, foundational principles enable more effective discovery and development of heterogeneous catalysts.
Effective discovery of causal disease genes must overcome the statistical challenges of quantitative genetics studies and the practical limitations of human biology experiments.
For an initiative of this scale to work, it is essential that the data is provided with sufficient descriptions and content in well-defined formats that will enable effective discovery and analysis.
And the history of database design (as well as my and my colleagues experiences in archiving and digital libraries) testifies to the challenges of effective discovery and access at scale.
Although these results have been encouraging, effective discovery and characterization need to be coupled with more innovation and funding to translate findings into newly designed vaccine products for clinical trials.
An effective discovery and visioning process include walking and talking with students and teachers.
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Much more cost-effective discovery and development may take decades to evolve in the pharma companies, cushioned on current revenue streams.
The Cardio-MetaboChip is a custom Illumina iSelect genotyping array of 196,725 variants designed to facilitate cost-effective discovery and fine mapping of cardiovascular and metabolic traits, including T2D [ 21].
As a powerful and cost-effective discovery and diagnostic tool, exome sequencing was widely used in detecting disease-associated variants underlying genetic disease and developed genetic research such as personalized medicine and personal genomics.
Comparisons with competing strategies toward effective materials discovery are drawn.
However, the mechanisms of neurodegeneration and synaptic loss have remained elusive delaying the effective drug discovery.
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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