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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
due to its complexity
Grammar usage guide and real-world examplesUSAGE SUMMARY
"due to its complexity" is a correct and usable phrase in written English.
You can use it to explain why something is difficult or challenging. For example, "The new accounting system proved difficult to understand due to its complexity."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(20)
owing to its intricate nature
because of its complicated structure
as a result of its involved design
given its sophisticated character
its multifaceted quality makes it
its tangled makeup leads to
due to its importance
due to its variety
due to its inconvenience
due to its nature
due to its detail
due to its cost
due to its scale
due to its magnitude
due to its difficulty
due to its comprehensiveness
due to its scope
due to its diversity
due to its depth
due to its sensitivity
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
Due to its complexity, it is so difficult to optimally solve such a problem by using traditional optimization tools.
Due to its complexity it is very difficult to associate a CHD with a single mutation in a key gene in heart development, such as TBX20.
Now, due to its complexity, longevity and transnational character, it is hitting home.
News & Media
"The code has to run on supercomputers...We have to run it on multi-core machines," due to its complexity, Dawson noted.
News & Media
Although the model agreed well with the observed data, it was confined to simulation due to its complexity.
For this purpose, the Powermanager is useful but it needs a long training period due to its complexity.
Furthermore, remote processing involves more factors than local processing, thus it is more likely to fail due to its complexity.
Science
It is often the most misunderstood protocol due to its complexity.
Currently, BioSAXS on millisecond timescales is not used extensively around the world, since it can only be carried out by specialists due to its complexity.
Academia
This topic is unknown to most Americans due to its complexity -- and therefore difficulty -- in reporting on it (or even writing a succinct Op-Ed on it).
News & Media
Due to its complexity intensive care is vulnerable to errors.
Expert writing Tips
Best practice
When using "due to its complexity", ensure the context clearly establishes what "it" refers to, avoiding ambiguity. For example, instead of "Due to its complexity, it is difficult", specify: "Due to the algorithm's complexity, implementation is difficult."
Common error
Avoid placing "due to its complexity" in a way that it modifies the wrong element in the sentence. Incorrect: "Due to its complexity, the report was difficult to read, requiring significant time." Correct: "The report was difficult to read and required significant time due to its complexity."
Source & Trust
85%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "due to its complexity" functions as a causal adverbial phrase. It explains the reason or cause behind a particular situation or outcome. It modifies the main clause by providing the reason for the statement made in that clause, according to Ludwig.
Frequent in
Science
63%
News & Media
17%
Academia
13%
Less common in
Formal & Business
7%
Wiki
2%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "due to its complexity" is a versatile causal phrase employed to explain challenges arising from intricacy. Grammatically correct and very common, it finds frequent application across scientific, academic, and news domains. Ludwig confirms its role as a causal connector. To enhance clarity, ensure the referent of "it" is unambiguous. While the phrase is generally suitable for formal contexts, be mindful of its placement to avoid misplaced modifier errors.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
owing to its intricate nature
Substitutes "due to" with "owing to" and "complexity" with "intricate nature" to offer a more sophisticated tone.
because of its complicated structure
Replaces "complexity" with "complicated structure", offering a more descriptive alternative while maintaining the causal relationship.
as a result of its involved design
Changes "due to" to "as a result of" and "complexity" to "involved design", emphasizing the design aspect of the complexity.
given its sophisticated character
Uses "given" to indicate cause and replaces "complexity" with "sophisticated character", highlighting the advanced nature of the subject.
its multifaceted quality makes it
Shifts the sentence structure to emphasize the characteristic of being multifaceted as the cause of difficulty.
its tangled makeup leads to
Uses a more metaphorical expression, "tangled makeup", to describe complexity, suggesting confusion and difficulty.
the reason for this is its convoluted form
Emphasizes the reason and uses "convoluted form" to describe complexity, highlighting its intricate and difficult-to-follow nature.
this stems from its labyrinthine construction
Employs "labyrinthine construction" as a more evocative way to express complexity, suggesting a maze-like structure.
the difficulty arises from its elaborate composition
Focuses on the difficulty and attributes it to an "elaborate composition", indicating a detailed and complex arrangement.
this is attributable to its sophisticated nature
Indicates the cause with "attributable to" and describes the complexity as a "sophisticated nature", implying advanced and potentially challenging qualities.
FAQs
How can I use "due to its complexity" in a sentence?
You can use "due to its complexity" to explain why something is difficult, challenging, or requires special attention. For example, "The project required a specialized team "due to its complexity"."
What are some alternatives to "due to its complexity"?
Alternatives include phrases like "owing to its intricate nature", "because of its complicated structure", or "as a result of its involved design" depending on the specific nuance you want to convey.
Is it grammatically correct to start a sentence with "due to its complexity"?
While it's more common to find "due to its complexity" within a sentence, starting a sentence with a similar phrase, such as "Because of its complexity,", is grammatically correct and can be used for emphasis.
How does "due to its complexity" differ from "due to its difficulty"?
"Due to its complexity" emphasizes the intricate and multifaceted nature of something, while "due to its difficulty" highlights the challenge it presents. Complexity can contribute to difficulty, but they are not always synonymous. A task might be difficult for reasons other than its complexity.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.6/5
Expert rating
Real-world application tested