large scale complexity

USAGE SUMMARY

The phrase "large scale complexity" is correct and usable in written English.
It can be used when discussing systems, problems, or phenomena that involve intricate and extensive interactions or components. Example: "The large scale complexity of climate change requires a multifaceted approach to address its various impacts."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The knowledge which is needed on automotive software development, increases significantly according to large-scale, complexity of automotive software.

Procedia Computer Science

It is a challenge to provide the required QoI in mobile sensor networks given the large scale and complexity of the networks with heterogeneous mobile and sensing devices.

Pervasive and Mobile Computing

But since the computational experiments are often of very large scale and high complexity, they require significant computational resources, not least of which is time.

Computer Aided Chemical Engineering

We propose that titles and abstracts alone, as opposed to full text or annotated documents, provide sufficient information content for a reliable initial classification on a large scale avoiding unrequired complexity as is required in our use cases.

Journal of Cheminformatics

Self-organization is a promising mechanism to control the complexity in large scale and dynamic networks.

Mathematical and Computer Modelling

The current crisis is different from previous crises because of its complexity and large scale, as well as the high speed of news and cash.

Forbes

On the one hand, from the technical perspective, the complexity and large scale of future radio access technologies imposes significant operational challenges due to the multitude of tuneable parameters and the intricate dependencies among them.

EURASIP Journal on Wireless Communications and Networking

Over the years, a lot of attention have been paid to the analysis of SAR in the human head due to the complexity and large scale involved in this kind of problems.

Human-centric Computing and Information Sciences

The Vignette Generator is fully capable of handling vignettes of high complexity and large scale, but a full description of such a comprehensive example would be outside of the scope of a journal article.

Security Informatics

In object-oriented programming (OOP) languages, the ability to encapsulate software concerns of the dominant decomposition in objects is the key to reaching high modularity and loss of complexity in large scale designs.

Science of Computer Programming

The authors explain this dominance of collective over individual research in science and engineering primarily by the large scale of most projects, their complexity, as well as high costs (Wuchty et al. 2007) – arguments that also account for research conducted in SB.

Life Sciences, Society and Policy

Expert writing Tips

Best practice

When discussing a problem, specify which components contribute to the "large scale complexity" for clarity.

Common error

Avoid using "large scale complexity" as a vague descriptor. Be specific about the type of complexity (computational, social, etc.) to provide more meaningful information.

Linguistic Context

The phrase "large scale complexity" functions as a noun phrase, typically serving as the subject or object of a sentence. It describes a state or condition characterized by both extensive size or scope and intricate interconnectedness. Ludwig AI confirms its usability.

Expression frequency: Missing

Frequent in

Science

59%

News & Media

20%

Formal & Business

11%

Less common in

Academia

10%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "large scale complexity" is grammatically sound and usable, although Ludwig indicates its frequency is limited. Analysis reveals it functions as a noun phrase, primarily employed to describe systems or issues characterized by both considerable size and intricate relationships. While it appears in scientific, news and business contexts, careful writers should specify the type of complexity involved to prevent vagueness. Consider alternatives like "high degree of complexity" or "extensive intricacy" for nuanced expression.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

high degree of complexity

Focuses on the intensity rather than the scale of the complexity.

extensive and intricate

Replaces "complexity" with a more descriptive adjective pair.

widespread complexity

Emphasizes the broad distribution of complexity.

broad scope and complexity

Highlights the breadth and intricacy of something.

large scale intricacy

Swaps "complexity" with a synonym focusing on detail.

complex and expansive

Replaces "scale" with "expansive", maintaining the sense of size.

wide-ranging complexity

Similar to "widespread", but emphasizes range.

significant systemic complexity

Highlights the systemic nature of the complexity.

substantial multifaceted complexity

Emphasizes both the amount and variety of the complexity.

overall system complexity

Highlights that the complexity is related to a whole system.

FAQs

How can I use "large scale complexity" in a sentence?

You can use "large scale complexity" to describe situations or systems that are both extensive and intricate. For example, "The project suffered from "large scale complexity" due to numerous interconnected dependencies."

What are some alternatives to "large scale complexity"?

Some alternatives include "high degree of complexity", "extensive intricacy", or "broad scope and complexity". These phrases can be used to convey similar meanings with slightly different emphasis.

Is it redundant to say "large scale complexity"?

While "complexity" often implies intricacy, adding "large scale" emphasizes the extensive nature of the intricate system or problem. Whether it's redundant depends on the context; if the scale is important, it's a useful addition.

What fields commonly discuss "large scale complexity"?

"Large scale complexity" is often discussed in fields like computer science, engineering, social sciences, and environmental science, where systems with many interacting parts are frequently encountered.