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Refinement of differentiation protocols to optimize this approach will require deeper understanding of mesDA neuron development.
Farmers will require deeper understanding of IPM and access to information and technical support, if food production is to be sustained at current levels.
This will require deeper understanding of cell responses.
Improvements in asthma diagnosis and management require deeper understanding of the heterogeneity of the complex airway inflammation.
Understanding the specific functions and contextual interactions of genetic and epigenetic advances and applying this knowledge to clinical practice, including tailored screening, will require deeper understanding of molecular mechanisms and prospective clinical validation.
And like the sociopolitical elements, these interactions are staggering and require deeper understanding that may reside "as in the gold mosaic of a wall" at the convergence of human behavior, vector biology, climate, and land use.
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In order to outplay this adaptive resilience, researchers will require deeper understandings of signaling responses to perturbations at a systems level.
The overall picture shows that not only are semi-structured resources enabling a renaissance of knowledge-rich AI techniques, but also that significant advances in high-end applications that require deep understanding capabilities can be achieved by synergistically exploiting large amounts of machine-readable structured knowledge in combination with sound statistical AI and NLP techniques.
Conceptual frameworks integrate knowledge of facts and of concepts, and require deep understanding of concepts.
Quantification based on changes in fluorescence anisotropy applies sophisticated models of energy transfer that require deep understanding of the underlying photo-physics particular to each experiment.
By choosing articles from top journals (e.g., Science, Nature) but focusing on topics that did not require deep understanding of, for example, gene knockout techniques or electrophoresis, we were able to give students a taste of the sorts of design logic, interpretational challenges and controversies, and creativity that are hallmarks of real-world scientific investigation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com