iterative experimentation

USAGE SUMMARY

The phrase "iterative experimentation" is correct and usable in written English.
It can be used in contexts related to research, development, or any process that involves repeated trials to refine and improve results. Example: "The team engaged in iterative experimentation to enhance the product's design based on user feedback."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

When viewed from the vantage of retrospect, it becomes apparent that milestones in the progress of biomaterial science represent culminations of gradual shifts in theory and iterative experimentation.

Handbook of Polymer Applications in Medicine and Medical Devices

This requirement presents a common challenge for both tissue-specific and pluripotent stem cells since iterative experimentation is required to: i) identify the optimal cell type for disease intervention, and ii) establish appropriate conditions to generate and purify a clinically useful number of the required cell(s)[29 33].

Clinical and Translational Medicine

We need more "meticulous measurement and sharing," not to mention "relentless, iterative experimentation".

Huffington Post

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The iterative process and experimentation are key components to advances and discoveries in both fields.

Huffington Post

Systems biology involves an iterative process of experimentation, data integration, modeling, and generation of hypotheses [ 9, 10].

BMC Systems Biology

The optimal coated lipid film composition was obtained through iterative rounds of experimentation to obtain the most stable bilayer (defined as the absence of leakage and physical evidence of an intact LB for at least 1 month at 4 °C).

ACS Nano

The research themes throughout the consortium were diverse, but the techniques and approaches for tackling the iterative cycle between experimentation and modelling could be propagated and shared, promoting best-practice within and beyond the consortium.

BMC Systems Biology

It describes the RIGHT model for Continuous Experimentation (Rapid Iterative value creation Gained through High-frequency Testing), illustrating the building blocks required for such a system.

Journal of Systems and Software

We demonstrate how iterative looping of modeling and experimentation can quickly produce new discoveries with significantly better experimental response, and how such looping can discover the chemical landscape underlying complex chemical systems.

Plosone

Hence, this iterative strategy of modeling and experimentation can lead to the discovery of yet unknown mechanisms and processes.

Archives of Toxicology

The ideal situation is to traverse both "avenues," and so central to the methodology of systems biology is the notion of an iterative and strategic interplay between experimentation and modeling [ 1, 3, 5, 6, 8- 11].

BMC Systems Biology

Expert writing Tips

Best practice

When describing research methodologies, use "iterative experimentation" to emphasize a cycle of testing and refinement. This term is particularly effective in scientific and technical writing.

Common error

Avoid using "iterative experimentation" when simple repetition is meant. "Iterative" implies learning and adjustment with each cycle, not just doing the same thing over and over without analysis or change.

Linguistic Context

The phrase "iterative experimentation" functions primarily as a noun phrase, describing a methodology or process. As confirmed by Ludwig AI, it is correct and usable in written English, typically referring to a cycle of testing and refinement.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

30%

Formal & Business

10%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "iterative experimentation" is a noun phrase used to describe a process of repeated testing and refinement, commonly found in scientific and technical contexts. Ludwig AI confirms its correctness and usability. While the phrase is grammatically sound, its frequency is relatively rare. When you want to convey the systematic nature of repeated testing with learning and adjustment in each cycle, "iterative experimentation" is most applicable. Otherwise, consider alternatives like "repetitive testing" or "cyclical experimentation" for different emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

iterated testing process

Uses 'iterated' to explicitly state the repetitive nature of testing as a process.

experimentation based on iterations

Highlights iterations as the foundation of the experimentation process.

repetitive testing

Focuses on the repetitive nature of the testing process.

cyclical experimentation

Highlights the cyclical nature of the experimentation process.

repeated trials

Emphasizes the multiple trials conducted.

successive experiments

Underscores the sequential nature of the experiments.

incremental testing

Highlights the gradual and progressive nature of the testing.

step-by-step experimentation

Emphasizes a methodical and gradual approach to experimentation.

recurring experiments

Focuses on the repeated occurrence of experiments.

development through experimentation cycles

Suggests that development is achieved through multiple rounds of experimentation.

FAQs

How can I use "iterative experimentation" in a sentence?

You can use "iterative experimentation" to describe a process of repeated testing and refinement, such as: "The product development team used "iterative experimentation" to improve the user interface based on user feedback."

What's a good alternative to "iterative experimentation"?

Alternatives include "repetitive testing", "cyclical experimentation", or "repeated trials", depending on the specific context you want to emphasize.

In what contexts is "iterative experimentation" commonly used?

"Iterative experimentation" is often used in scientific research, product development, and engineering to describe a systematic approach of testing, analyzing, and refining a process or product.

What does "iterative" mean in the context of experimentation?

In the context of experimentation, "iterative" means that the process involves repeating cycles of testing and analysis, with each cycle building upon the knowledge gained from the previous one to improve the outcome.