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The phrase "ability to interpret complex" is correct and usable in written English.
It can be used when discussing someone's skill or capability in understanding intricate or complicated information or concepts.
Example: "Her ability to interpret complex data sets has greatly improved our research outcomes."
Alternatives: "skill in deciphering complex" or "capability to analyze complex".
Exact(7)
His scientific reputation grew rapidly, and he became renowned for his ability to interpret complex spectra to identify molecular structures.
Sure, we're still some way off from strong AI, but Watson's ability to interpret complex human communications is a step forward.
Humans, as well as most primates, have a marvelous ability to interpret complex scenes and pay their attention to the salient objects or regions in the visual environment in real time.
In this context, it is well known that a single sensory system is only capable of supplying partial information and is consequently limited in its ability to interpret complex situations, especially in imprecise and uncertain environments where ambiguities and conflicts among colors are often present.
Science educators could benefit greatly from a larger-scale study examining the impact of primary literature exposure on students' ability to interpret complex data sets.
The preliminary use of Figure Facts in the classroom was successful in that students shifted their focus from the text of the articles to the data figures, improved their ability to interpret complex data sets, and experienced reduced frustration and anxiety with regard to reading primary literature.
Similar(53)
Whilst the clinical ethical analyses are well positioned to interpret complex interplay between affect and decision-making abilities it may be that in emphasizing "non-cognitive" abilities in depression, e.g. appreciation, they neglect the impact affect can have on abilities to recall accurately and manipulate information logically.
Radiologists therefore require a strong knowledge base of the normal 2-D and 3-D anatomy of the temporal bone and should possess the ability to interpret CT scans of this complex region.
Whereas our ability to interpret genomic data does not instantly improve with NGS – the biology remains complex – the ability to observe the entire genome at ultimate nucleotide resolution with predefined hypotheses on pathogenic origin opens up powerful new clinical opportunities.
Answering DCE questions can be a complex task and accuracy of responses may eventually depend on participants' numeracy level (i.e. ability to interpret quantitative information) [ 32], language skills, familiarity of subject, and attentiveness while completing the questionnaire.
Neither does the ability to interpret the Constitution.
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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