heterogeneous contact

USAGE SUMMARY

The phrase "heterogeneous contact" is correct and usable in written English.
It can be used in contexts discussing interactions or connections that involve diverse or varied elements, such as in scientific, technical, or social discussions. Example: "The study focused on the effects of heterogeneous contact between different materials in the composite structure."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

We introduce a new approach, Epidemic Control Analysis (ECA), to design effective targeted intervention strategies to mitigate and control the propagation of infections across heterogeneous contact networks.

Journal of Theoretical Biology

There is a dominant sequence of unfolding, which reflects a nonuniform stability distribution across the repeat array and can be rationalized by theoretical models accounting for heterogeneous contact density in the folded structure.

Structure

They find a very heterogeneous contact structure where some health-care workers are much more central in the contact network than others.

EPJ Data Science

Therefore, the top Al electrode, as deposited, makes heterogeneous contact with the nanowires, and the I V characteristics then reflect the average contact with a large number of individual nanowires.

Nano-Micro Letters

Within such a heterogeneous contact network, management targeted at the highly connected nodes should be extremely effective and is likely to be much more efficient than untargeted mass control [15] [17].

Plosone

However, there is a simple and complementary explanation for the differences in attack rates and subsequent age shifts that is based on the heterogeneous contact patterns underlying the spread of influenza.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

Novel microstructured heterogeneous contacting systems called microfibrous entrapped catalysts (MFEC) were prepared by entrapping small particles of γ-alumina (150 180 μm) in sinter-locked network of metal (SS-304) microfibers (8 and 12 μm).

Applied Catalysis B: Environmental

We also propose that future researchers should try and implement this model in a multi-group framework with heterogeneous contacts.

Advances in Difference Equations

The force of infection is assumed to be frequency-dependent in the model (Text S1), which is a typical assumption in studying disease transmission dynamics with heterogeneous contacts [17], [18].

Plosone

An ideal epidemic model could therefore incorporate heterogeneous contacts between individuals (Volz and Meyers, 2007) but would necessitate good information on the waterbird populations at the outbreak site.

EcoHealth

Previous work [ 4, 24] provides a solid foundation for extension of this study through the development of network dynamical models of disease transmission in which heterogeneous contacts between individuals are accounted for.

BMC Public Health

Expert writing Tips

Best practice

When describing scientific models or systems, use "heterogeneous contact" to accurately represent the presence of diverse interactions or connections within the system. This term is especially useful in fields like epidemiology, materials science, and network analysis.

Common error

Avoid using "heterogeneous contact" when a simpler term like "varied interaction" or "diverse connection" would suffice. "Heterogeneous contact" is most appropriate in technical or scientific contexts where the specific nuances of heterogeneity are relevant.

Linguistic Context

The phrase "heterogeneous contact" functions primarily as a noun phrase, where "heterogeneous" modifies "contact". It describes the nature of the contact, indicating that it is not uniform or homogenous. Ludwig examples show its usage in describing complex systems and interactions.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "heterogeneous contact" is a grammatically sound and technically precise term used to describe varied interactions or connections. As Ludwig AI confirms, it’s most frequently found within scientific contexts. While alternatives like "varied interaction" or "diverse connection" exist, "heterogeneous contact" is valuable in scenarios requiring specificity about the non-uniform nature of the contact. Its formal register makes it suitable for academic and scientific discourse, and it should be used thoughtfully in broader contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

varied interaction

Focuses on the interaction being diverse rather than just the contact itself.

diverse connection

Emphasizes the variety within the connection rather than the contact.

mixed interface

Highlights that the interface is a mix of different elements rather than homogeneous.

non-uniform interaction

Indicates that the interaction is not consistent or evenly distributed.

dissimilar connectivity

Focuses on the connections being unlike each other.

uneven interface

Describes an interface that is not uniform or smooth in its properties.

assorted junction

Highlights the variety of elements coming together at a junction.

composite contact

Focuses on the idea that the contact is made up of multiple different parts.

hybrid association

Emphasizes the mixed nature of the association.

complex interaction

Indicates a multifaceted interaction.

FAQs

What does "heterogeneous contact" mean?

The phrase "heterogeneous contact" refers to a situation where there are diverse or varied connections or interactions, often in a network or system. It implies that not all contacts are the same and can differ in type, strength, or frequency.

How is "heterogeneous contact" used in scientific research?

In scientific research, "heterogeneous contact" is used to describe systems where the interactions between components are not uniform. For example, in epidemiology, it might describe varying contact patterns among individuals, while in materials science, it could refer to different types of contact between materials.

What are some alternatives to "heterogeneous contact"?

Depending on the context, you can use alternatives such as "varied interaction", "diverse connection", or "mixed interface". The best choice depends on the specific nuances you want to convey.

Is it appropriate to use "heterogeneous contact" in everyday conversation?

While grammatically correct, "heterogeneous contact" is a technical term best suited for scientific or formal contexts. In everyday conversation, simpler terms like "varied interaction" or "diverse connection" are generally more appropriate.