non-uniform distribution

USAGE SUMMARY

"non-uniform distribution" is a perfectly valid part of a sentence in written English.
It is typically used to describe a situation in which some resources, such as wealth or resources, are not evenly or fairly distributed among the population. For example, "The city of Bristol has a non-uniform distribution of wealth, with some neighborhoods being much more affluent than others."

✓ Grammatically correct

Science

Science & Research

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Non-uniform distribution includes two cases: non-uniform finite distributions(K<∞) and infinite distributions(K=∞).

Journal of Statistical Distributions and Applications

The primary reason is the non-uniform distribution of other optically active constituents of the atmosphere, especially clouds.

Nature

However, this spatial information is spurious33,50, and can be attributed to the wall-constrained non-uniform distribution of spikes.

Nature

Nagy, A., Sass, M. & Markkula, M. Systematic non-uniform distribution of parthenogenetic cells in adult mouse chimaeras.

Nature

We hypothesized that a similar non-uniform distribution of hand location should be present during a monkey's spontaneous behavior.

Stanford University

The three-directional friction condition and non-uniform distribution between tire and pavement are especially considered.

Engineering Failure Analysis

Bending distortion occurs due to non-uniform distribution of heat generated during welding.

Journal of Constructional Steel Research

However, incorrect positioning or non-uniform distribution of intraluminal fillers might result in regeneration failure.

Acta Biomaterialia

The device combines a slot jet impingement with a non-uniform distribution of micro-channels.

Solar Energy

Furthermore, the energy losses, especially those related to non-uniform distribution of irradiance must be considered.

Energy Conversion and Management

Also, the non-uniform distribution of the slider body density was incorporated in the design.

Tribology International

Expert writing Tips

Best practice

When describing a "non-uniform distribution", be specific about the factors causing the unevenness. For instance, mention the specific variables or conditions that influence the distribution pattern.

Common error

Avoid simply stating that a distribution is "non-uniform" without providing any context about the underlying reasons. Always aim to identify at least one contributing factor to the observed pattern.

Linguistic Context

The phrase "non-uniform distribution" functions as a noun phrase, often acting as the subject or object of a sentence. Ludwig AI confirms its correct usage, highlighting its role in describing the arrangement of elements within a system.

Expression frequency: Very common

Frequent in

Science

60%

Academia

20%

Science & Research

20%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "non-uniform distribution" is a frequently used phrase, especially in scientific and academic contexts, to describe uneven arrangements or spread of elements. As noted by Ludwig, the phrase is grammatically correct and widely accepted. When using this phrase, it is essential to provide sufficient context about the potential causes. Synonyms such as ""uneven distribution"" or ""irregular distribution"" may be used depending on the specific context. By providing specific details and avoiding overgeneralization, you can ensure clarity and precision in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

uneven distribution

Emphasizes the lack of uniformity without specifying the nature of the variation.

irregular distribution

Highlights the lack of a consistent pattern in the spread.

heterogeneous distribution

Focuses on the varied composition or characteristics within the distribution.

skewed distribution

Suggests an asymmetrical distribution where one side is more pronounced.

disparate allocation

Implies an unequal division or assignment of resources or elements.

patchy distribution

Describes a distribution characterized by scattered clusters or areas.

clustered distribution

Indicates that elements are grouped together rather than spread evenly.

variable distribution

Highlights the changing nature or characteristics of the spread.

localized distribution

Focuses on the concentration of elements in specific areas.

asymmetrical distribution

Emphasizes the lack of symmetry in the spread of elements.

FAQs

How is "non-uniform distribution" used in scientific writing?

In scientific writing, "non-uniform distribution" describes the uneven spread of elements, substances, or characteristics within a defined space or sample. It's essential to provide context and specifics, such as factors causing the uneven spread, to enhance clarity.

What are some synonyms for "non-uniform distribution"?

Alternatives include "uneven distribution", "irregular distribution", or "heterogeneous distribution". The best choice depends on the specific nuance you want to convey.

How does "non-uniform distribution" differ from "random distribution"?

"Non-uniform distribution" simply means the elements aren't evenly spread, whereas "random distribution" implies there's no discernible pattern or predictability in their arrangement. A "non-uniform distribution" may still exhibit some systematic pattern, while a random one does not.

In what fields is the term "non-uniform distribution" commonly used?

The term appears frequently in various scientific and technical fields, including physics, chemistry, biology, engineering, and statistics, where it describes spatial or statistical variations.