based on experiments and

USAGE SUMMARY

The phrase "based on experiments and" is correct and usable in written English.
It can be used when introducing a conclusion, finding, or statement that is derived from experimental research or data. Example: "The results of the study were based on experiments and observations conducted over a two-year period."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

19 human-written examples

It was based on experiments and analyses in which buckles engaged the arrestors quasi-statically.

International Journal of Mechanical Sciences

The seismic performance of the composite column was studied based on experiments and finite element analysis.

Composite Structures

The design method was aimed to optimize the cost performance of ORC system and based on experiments and theoretically modeling.

Energy Conversion and Management

It is based on existing knowledge, adapted models and new modules based on experiments and survey data.

Environmental Modelling & Software

It has also examined the utility of nanofluids, particularly in PHEs, based on experiments and numerical studies.

Energy Conversion and Management

We investigated a channel model and estimated radiated noise via the human body based on experiments and circuit simulation.

Measurement

Human-verified similar examples from authoritative sources

Similar Expressions

41 human-written examples

Based on experiment and calculations in this work, some conclusions are drawn.

Energy Conversion and Management

The reaction network is proposed based on experiment and theoretical computation.

Catalysis Today

Most current methods for assembly design are based on experiment and finite element (FE) model, which need high cost and huge computation for the whole fuel cell.

International Journal of Hydrogen Energy

The credibility of this model is based on experiments, FEM and optical techniques used to assess and quantify the strength affecting parameters.

Construction and Building Materials

Results, based on experiments in and around a UK city, show that the three stage framework produces viable designs with good coverage and service.

Ad Hoc Networks

Expert writing Tips

Best practice

When using "based on experiments and", ensure that the experiments are clearly described or cited to provide context and credibility to your statement.

Common error

Avoid drawing overly broad or definitive conclusions solely "based on experiments and" if the experimental scope was limited or the sample size was small. Acknowledge the limitations of the experimental basis.

Linguistic Context

The phrase "based on experiments and" typically functions as an introductory phrase that modifies a subsequent clause. It specifies the empirical foundation upon which a statement, conclusion, or method is established. Ludwig AI confirms its common usage in academic and scientific contexts.

Expression frequency: Common

Frequent in

Science

70%

News & Media

15%

Formal & Business

10%

Less common in

Encyclopedias

2%

Wiki

2%

Academia

1%

Ludwig's WRAP-UP

The phrase "based on experiments and" is a grammatically sound and frequently used expression, particularly in scientific and academic writing. As Ludwig AI confirms, it serves to establish a clear link between a claim and its empirical grounding. When using this phrase, ensure that the cited experiments are well-defined and that the conclusions drawn are appropriately scaled to the scope and limitations of the experimental data. Consider using synonyms like "derived from empirical studies" or "informed by experimental data" for variety and precision. This phrase is your signal that factual claims have verifiable experimental backing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from empirical studies

Replaces "experiments" with "empirical studies", focusing on the data-driven nature of the analysis.

informed by experimental data

Substitutes "based on" with "informed by", suggesting that the data influences the outcome.

founded on experimental results

Replaces "based on" with "founded on", indicating a solid, evidence-based foundation.

predicated on empirical evidence

Uses "predicated on" to show that the conclusions rely directly on the empirical findings.

stemming from laboratory tests

Focuses on the origin of the evidence in laboratory settings.

drawing from research trials

Highlights the use of structured research trials as the basis.

guided by scientific investigations

Emphasizes the role of structured scientific inquiry in guiding the conclusions.

using observed data and

Replaces "experiments" with a more general term for gathered information.

resulting from hands-on analyses

Highlights the active, hands-on nature of the analysis process.

as determined by practical testing

Shows that the conclusions were reached through actual, practical testing.

FAQs

How can I use "based on experiments and" in a sentence?

You can use "based on experiments and" to introduce a conclusion, finding, or method that is derived from experimental research. For example, "The new treatment protocol is "based on experiments and" clinical trials."

What are some alternatives to the phrase "based on experiments and"?

Some alternatives include "derived from empirical studies", "informed by experimental data", or "founded on experimental results", depending on the specific nuance you want to convey.

Is it redundant to say "based on experiments and data analysis"?

While not strictly redundant, it can be more concise to use "based on experiments" if the experiments inherently involve data collection and analysis. If the analysis is a separate, significant component, then including both is appropriate.

What's the difference between "based on experiments and" and "supported by experiments and"?

"Based on experiments and" implies that the experiments are the foundation for a conclusion, whereas "supported by experiments and" suggests the experiments provide evidence that reinforces a pre-existing hypothesis or idea.