complex experimentation

USAGE SUMMARY

The phrase "complex experimentation" is correct and usable in written English.
It can be used when referring to experiments that involve multiple variables, intricate procedures, or advanced methodologies in scientific or research contexts. Example: "The researchers conducted complex experimentation to understand the interactions between various environmental factors and their effects on plant growth."

✓ Grammatically correct

Science

News & Media

Encyclopedias

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Every question raised is important but answering each already involves relatively complex experimentation.

eLife

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

We believe that the emulation of such a simple dynamic system applied to a basic music task (i.e., low frequency oscillator shaping) is a good starting point to develop more complex experimentations.

EURASIP Journal on Audio, Speech, and Music Processing

In experimental sciences, for instance, researchers should be assisted with conducting their complex scientific experimentation and supporting their collaboration with other scientists.

Future Generation Computer Systems

As Dee's obituary points out, Dave Dee, Dozy, Beaky, Mick and Tich were more prolific, chart-wise, than the Beatles during the latter half of the 1960s and weren't averse to complex, exotic experimentation or even jamming with Jimi Hendrix.

The Guardian - Music

Furthermore, the modeling of the recovery of each concentration stage is complex, requires experimentation, and depends on many variables, including the selected circuit and mineral feed (which is heterogeneous and changes over time).

Minerals Engineering

However, the modeling of the recovery of each flotation stage is complex, requires experimentation, and depends on many variables, including the selected circuit and mineral feed (which changes over time).

Computer Aided Chemical Engineering

To assess the effect of mechanical stress on CisPt binding affinity and complexation with carnosine, a final concentration of 8  μg/mL was chosen because it showed a high cell death percentage (~50%), which should enhance the relative influence of mechanical stress on CisPt-carnosine complex during experimentation.

BioMed Research International

The mechanisms underlying the reduction in BA emission mediated by HD20 and ABA are probably very complex and additional experimentation will be required to disentangle this complexity.

BMC Plant Biology

For many complex processes laboratory experimentation is too expensive or too time-consuming to be carried out.

Journal of Statistical Planning and Inference

In order to determine if this conversion could involve the elastin receptor complex, the previous experimentations were performed in the presence of lactose, an EBP antagonist.

Plosone

By visiting more than a dozen of his buildings in Istanbul, I might better understand how his experimentation with complex geometric compositions transformed thick stone walls into columns, arches, domes and half-domes — and things called spandrels and squinches — as he made the vertical transition from the mosques' square floors to their round ceilings.

The New York Times - Travel

Expert writing Tips

Best practice

When describing research, use "complex experimentation" to indicate intricate or multi-stage experimental designs, especially when highlighting the challenges involved in controlling variables.

Common error

Avoid using "complex experimentation" when the experimental design is standard or straightforward. Instead, opt for simpler terms like "experimentation" or "testing" to accurately reflect the procedure's nature.

Linguistic Context

The phrase "complex experimentation" functions as a noun phrase, where "complex" modifies the noun "experimentation". As Ludwig AI confirms, it's a correct and usable phrase. It describes the nature of the experimentation, indicating that it involves multiple elements or intricate designs.

Expression frequency: Common

Frequent in

Science

73%

News & Media

15%

Wiki

6%

Less common in

Encyclopedias

4%

Formal & Business

1%

Social Media

1%

Ludwig's WRAP-UP

In summary, "complex experimentation" is a grammatically correct and frequently used phrase, as confirmed by Ludwig AI, primarily found in formal and scientific contexts. It aptly describes experimentation involving intricate designs and multiple variables. While alternatives like "intricate experimentation" or "sophisticated experimentation" exist, "complex experimentation" remains a clear and concise choice for conveying the nature of such processes. Remember to reserve its use for scenarios truly deserving of the 'complex' label to maintain precision in your writing. Ludwig's analysis and examples provide a solid foundation for understanding its proper application.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

intricate experimentation

Replaces "complex" with "intricate", emphasizing the detailed and elaborate nature of the experimentation.

sophisticated experimentation

Substitutes "complex" with "sophisticated", highlighting the advanced and refined aspects of the experimental design.

elaborate experimentation

Replaces "complex" with "elaborate", stressing the detailed and comprehensive nature of the experimental procedure.

advanced experimentation

Substitutes "complex" with "advanced", focusing on the cutting-edge or highly developed aspects of the experimentation.

complicated experimentation

Replaces "complex" with "complicated", suggesting that the experiments are difficult to understand or deal with.

multifaceted experimentation

Highlights the multiple aspects and dimensions involved in the experimentation process.

in-depth experimentation

Emphasizes the thorough and detailed nature of the experimental investigation.

rigorous experimentation

Focuses on the strict and precise methodology used in the experimental process.

extensive experimentation

Highlights the wide-ranging and comprehensive nature of the experimentation.

detailed experimentation

Emphasizes the meticulous and thorough approach to the experimental process.

FAQs

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

You might say, "The study required "complex experimentation" to isolate the effects of each variable" or "Complex experimentation is often necessary when studying emergent phenomena".

What are some alternatives to "complex experimentation"?

Depending on the context, alternatives include "intricate experimentation", "sophisticated experimentation", or "detailed experimentation".

Is "complex experimentation" formal or informal language?

"Complex experimentation" is suitable for formal and scientific contexts. In more casual settings, you might use phrases like "detailed testing" or "advanced trials".

What makes experimentation "complex"?

Experimentation becomes "complex" when it involves multiple variables, intricate procedures, advanced methodologies, or requires controlling for numerous confounding factors.