was refined through

USAGE SUMMARY

The phrase "was refined through" is correct and usable in written English.
It can be used to describe a process of improvement or enhancement that occurred via a specific method or means. Example: "The product was refined through extensive user feedback and testing to ensure its effectiveness."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

34 human-written examples

Each model was refined through iterative cycles of refinement with PHENIX and manual model rebuilding using COOT.

Biochemistry

This indicator-based tool was refined through feedback provided in local stakeholder workshops.

Journal of Hydrology

The model was refined through interviews with participating landholders and other key stakeholders and, finally, parameterised using expert-elicited information.

Global Ecology and Conservation

Pretty much every drug in the psychiatrist's arsenal was refined through animal research, so when dogs and cats take Prozac or Valium we are mistaken if we think of them as animals taking people drugs.

The New Yorker

His success at the plate was due to outstanding hand-eye coordination, an instinct for pitch selection, and a batting technique that was refined through countless hours of video analysis.

Encyclopedia Britannica

Maps are about places and what people know about them". After hatching the initial idea in the summer of 2013 and getting the green light, the concept was refined through a partnership with Situation Interactive (an experiential design firm that ultimately designed the site) and a series of focus groups with stakeholders, alumni, students, and faculty.

Columbia University

Human-verified similar examples from authoritative sources

Similar Expressions

26 human-written examples

Because the MetaFlux component of Pathway Tools generates constraint-based models directly from the EcoCyc PGDBs, as the database is refined through new curation, those refinements are automatically incorporated into newly generated versions of the model.

BMC Systems Biology

Themes were refined through the indexing process and chunks of data were arranged according to the refined thematic labels and charted within a matrix against the unique identifier used for each participant.

BMC Health Services Research

Then, the weights and biases are refined through stochastic gradient descent and back-propagation46.

Nature

Their time-honored custom of fusing obsession with spontaneity has been refined through experience and wisdom.

Stanford University

In the proposed approach, logic models are refined through direct induction and interactions with stakeholders.

Evaluation and Program Planning

Expert writing Tips

Best practice

Use "was refined through" to clearly indicate that a specific process or method led to an improvement or enhancement. This phrasing is particularly useful in academic and technical writing.

Common error

Avoid using "was refined through" in casual conversation or informal writing where simpler alternatives like "improved by" or "enhanced by" would be more appropriate.

Linguistic Context

The phrase "was refined through" functions as a passive construction indicating that a subject underwent a process of improvement or enhancement. The phrase specifies the means by which this refinement occurred. Ludwig examples demonstrate its use across diverse fields, clarifying processes of enhancement.

Expression frequency: Uncommon

Frequent in

Science

60%

News & Media

20%

Academia

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "was refined through" is a grammatically sound phrase used to describe how something has been improved or enhanced via a specific process. Ludwig's analysis reveals that it's most common in scientific, academic, and formal contexts. While "was refined through" is correct, simpler alternatives might be more appropriate for informal settings. The phrase's formality lends itself to technical and detailed explanations where precision is key. Use "was refined through" to clearly demonstrate that improvements are due to a specific, intentional method.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

was improved via

Replaces "refined" with "improved" and "through" with "via", indicating a means of enhancement.

was enhanced by

Substitutes "refined through" with "enhanced by", focusing on the act of making something better.

was developed using

Changes the focus to the development process using a specific method.

was perfected with

Indicates a process of achieving flawlessness through a particular method.

was polished by means of

Emphasizes the act of making something smoother or more elegant through specific means.

was honed through

Implies a process of sharpening or improving a skill or quality over time.

benefited from

Highlights the positive outcome resulting from a specific process or action.

was cultivated via

Suggests a process of nurturing and developing something through a particular method.

was shaped by

Focuses on the influence of a particular factor in determining the form or nature of something.

was molded through

Implies a process of transforming something into a desired form or shape.

FAQs

What does "was refined through" mean?

The phrase "was refined through" means something was improved or enhanced by a specific process or method. It indicates that a deliberate effort was made to make something better.

How can I use "was refined through" in a sentence?

You can use it to describe how a product, process, or idea was improved, such as "The algorithm "was refined through" extensive testing".

What are some alternatives to "was refined through"?

Some alternatives include "was improved by", "was enhanced by", or "was developed using", depending on the context.

Is "was refined through" formal or informal?

"Was refined through" tends to be more formal and is often used in academic, scientific, or technical writing. Simpler phrases are preferable in informal contexts.