in an exploratory way

USAGE SUMMARY

The phrase "in an exploratory way" is correct and usable in written English.
It can be used when describing an approach or method that involves investigation or experimentation. Example: "The researchers approached the problem in an exploratory way, seeking to uncover new insights."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

27 human-written examples

An attempt is made in an exploratory way to discover a new deep-drawing technology of sheet-metal forming by way of flexible-die forming (FDF) using a viscoplastic pressure-carrying medium (VPCM).

Journal of Materials Processing Technology

"Al-Raz, wow," I said, in an exploratory way.

The New Yorker

He touches it in an exploratory way, and the ripples spread around him.

The Guardian

It then describes a process for running these simulations in an exploratory way, bounded by estimated probability.

Safety Science

This generic model is used in an exploratory way, which is discussed as a novel approach for conducting a simulation-based analysis.

Technological Forecasting and Social Change

We improve the solvability of the IK near the singularity points of the end effector by increasing the (omega) value in an exploratory way.

ROBOMECH Journal

Human-verified similar examples from authoritative sources

Similar Expressions

33 human-written examples

All investigations were provided in an exploratory manner.

Nature

To avoid this, we will use a model-free method to investigate whole-brain anatomical networks in an unrestricted exploratory way.

Aging Cell

He developed a concept called Collective Intelligence (CI) or the "intelligent organization", which shows that high performing teams work in a more exploratory way 2,300% more than low performing teams, and listen 1,500% more as well.

Forbes

The reported experiences showed the suitability of our software for selecting sets of descriptors with low cardinality, high interpretability, low redundancy and high statistical performance in a visual exploratory way.

Journal of Cheminformatics

Two-sided 95%-CI will be presented for important parameters, but should be interpreted in an exploratory descriptive way.

Cardiovascular Diabetology

Expert writing Tips

Best practice

When using "in an exploratory way", ensure that the context clearly indicates the subject or method being explored. This adds clarity and precision to your writing.

Common error

While "in an exploratory way" is valid, overuse can dilute your writing's impact. Replace it with more specific terms like "experimentally" or "tentatively" when appropriate to enhance precision and avoid sounding repetitive.

Linguistic Context

The phrase "in an exploratory way" functions primarily as an adverbial phrase, modifying a verb or clause to describe the manner in which an action is performed. It indicates that something is being done with the intention of discovering or investigating. Ludwig examples show its use in describing research methodologies and approaches.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

30%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "in an exploratory way" is a grammatically correct adverbial phrase used to describe an approach characterized by investigation and discovery. As Ludwig AI points out, it is most commonly found in scientific and news-related contexts and is considered neutral to formal in register. While understandable, it's best to be mindful of overuse, seeking opportunities to be more specific with alternatives like "in a probing manner" or "experimentally". The examples show a variety of situations where one may approach a task or analysis “in an exploratory way”.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

in a probing manner

Focuses on the depth and intensity of the investigation.

in a tentative fashion

Highlights the uncertainty and caution of the approach.

using an investigative approach

Emphasizes the methodical and systematic nature of the exploration.

with a discovery-oriented mindset

Stresses the goal of uncovering new knowledge.

experimentally

Highlights the empirical testing aspect.

in a preliminary fashion

Underscores that the approach is initial and subject to change.

using a trial-and-error method

Implies learning through iterative attempts.

in a research-driven style

Highlights the systematic information gathering process.

with an open mind

Emphasizes receptiveness to new ideas and possibilities.

in a fact-finding capacity

Focuses on gathering information and evidence.

FAQs

How can I use "in an exploratory way" in a sentence?

You can use "in an exploratory way" to describe how something is being investigated or approached. For example: "The researchers approached the problem "in an exploratory way", seeking to uncover new insights."

What are some alternatives to "in an exploratory way"?

You can use alternatives like "in a probing manner", "in a tentative fashion", or "experimentally" depending on the context.

Is there a difference between "in an exploratory way" and "in an experimental way"?

"In an exploratory way" suggests a broader investigation, while "in an experimental way" implies a more structured, test-based approach. The best choice depends on the specific context.

When is it appropriate to use "in an exploratory way"?

It is appropriate to use "in an exploratory way" when describing an initial investigation or a tentative approach to a problem or situation, especially when the outcome is uncertain or the goal is to discover new information.