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The phrase "required refinement" is correct and usable in written English
It can be used when indicating that something needs improvement or enhancement. Example: "The initial draft of the report is good, but it requires refinement to meet our standards."
Exact(7)
Field validation demonstrated that previously developed coarse-scale models were moderately successful in predicting loess thickness, but these models required refinement.
Those points required refinement and even re-formulation.
In other cases classification required refinement.
However, some unexpected results required refinement in methodology.
Even with the improved selectivity of the clustering demonstrated in the pilot investigation using masked coiled-coil sequences, the overall effectiveness of the resulting clustering still required refinement to achieve sufficient specificity.
In the case of V. fischeri ES114, identifying interrupted essential genes was a significant clue that the sequence model required refinement, and those genes represent 12 of the 74 (16%) loci corrected (Table 1).
Similar(53)
However, the app required refinements and wider testing.
While they succeeded to an extent, it's important to remember this is still 1.0 technology and it's going to require refinement over time.
However, the unbounded FIFO based asynchrony is not realizable in practice and hence requires refinement in real hardware.
Application of this therapeutic modality to neurodegenerative lysosomal diseases requires refinement of neural cell targeting and CNS delivery methodologies.
Improving pre-clinical models by the research community is one aspect of the drug development pipeline that will continue to require refinement.
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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