especially in difficult matrices

USAGE SUMMARY

The phrase "especially in difficult matrices" is correct and usable in written English.
It can be used when discussing scenarios or contexts that involve complex or challenging situations, particularly in fields like science, mathematics, or data analysis. Example: "The new algorithm shows improved performance, especially in difficult matrices where traditional methods struggle."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

These advances have enhanced the utility of Electrothermal atomic absorption spectrometry (ETAAS) for trace element determination at μg L−1 levels, especially in difficult matrices, giving rise to greater reproducibility, lower economic cost and ease of sample pre-treatment compared to other methods.

Spectrochimica Acta Part B: Atomic Spectroscopy

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

To survive means to continue living, especially in difficult circumstances.

BBC

contributors, especially in these difficult economic times.

Huffington Post

However, especially in this difficult environment, action cannot be delayed.

Global Health Action

Certain managers may be unaware of your accomplishments, especially in a matrix organization.

Forbes

It can also include some administrative actions, but only in especially difficult and vague clinical cases.

Insights into Imaging

"Sometimes that's difficult, especially in New York.

The New York Times - Sports

In addition, providing good-quality core samples is difficult especially in highly fractured and weathered rocks.

Measurement

Obtaining access to blood vessels can be difficult, especially in children.

Medical Engineering & Physics

Preventing suicide is difficult, especially in a prison setting.

Egyptian Journal of Forensic Sciences

Identifying arterial involvement can be difficult, especially in the presence of atherosclerotic disease.

Insights into Imaging

Expert writing Tips

Best practice

When using the phrase "especially in difficult matrices", ensure that the context clearly defines what the 'matrices' are. This is particularly important in technical or scientific writing.

Common error

Avoid using "especially in difficult matrices" as a generic intensifier. This phrase is most appropriate when referring to specific analytical or structural frameworks, not just generally challenging situations.

Linguistic Context

The phrase "especially in difficult matrices" functions as an adverbial modifier, emphasizing the conditions under which a preceding statement is particularly true or relevant. As Ludwig AI confirms, it adds specificity and intensity to the context being described. The examples from Ludwig highlight its use in scientific and technical discussions.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "especially in difficult matrices" is a grammatically correct adverbial modifier used to emphasize specific contexts where something is particularly relevant or effective. Ludwig AI confirms its appropriateness in formal and scientific writing. While the phrase is relatively rare, it is most commonly found in scientific articles and technical discussions. When using this phrase, ensure that the 'matrices' are well-defined to avoid ambiguity. Alternatives such as "particularly in challenging situations" may be used to broaden the applicability of the statement.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

particularly in challenging situations

Replaces "difficult matrices" with a more general term, focusing on situations that present obstacles.

notably under complex circumstances

Highlights the complexity of the conditions rather than the inherent difficulty.

especially when facing intricate problems

Shifts the focus to problem-solving in detailed or complicated scenarios.

specifically in demanding environments

Emphasizes the rigor and pressure of the surroundings.

particularly within complex systems

Focuses on the inherent complexity of the systems involved.

mainly in rigorous contexts

Highlights the strict or severe nature of the situations.

especially during tough conditions

Replaces "matrices" with a broader term, referring to the state of affairs.

particularly in complicated scenarios

Replaces "difficult matrices" with scenarios that are hard to understand or deal with.

primarily in demanding situations

Focuses on the high expectations or requirements of the situations.

mainly when facing tough environments

Highlights the harsh conditions and the act of confronting them.

FAQs

How can I use "especially in difficult matrices" in a sentence?

This phrase is used to emphasize that something is particularly applicable or effective in challenging or complex situations. For example: "The new algorithm shows improved performance, especially in difficult matrices where traditional methods struggle."

What are some alternatives to "especially in difficult matrices"?

Alternatives include "particularly in challenging situations", "notably under complex circumstances", or "specifically in demanding environments" depending on the context.

Is it appropriate to use "especially in difficult matrices" in formal writing?

Yes, it is appropriate in formal writing, particularly in technical or scientific contexts where you are discussing complex data sets or analytical frameworks.

What does "matrices" refer to in the phrase "especially in difficult matrices"?

"Matrices" typically refer to a structured arrangement of data, often in a mathematical or computational context. It can also refer to a more general framework or system, especially when discussing complex organizational structures.