Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
leading approximation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "leading approximation" is correct and usable in written English.
It can be used in contexts related to mathematics, statistics, or any field where approximations are discussed, particularly when referring to the most significant or primary approximation in a series. Example: "In our calculations, we found that the leading approximation provided a close estimate of the actual value."
✓ Grammatically correct
Science
Alternative expressions(3)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
4 human-written examples
The leading approximation is deficient at short times due to the neglect of the memory terms.
Science
The term Δa takes into account the structure of a composite system and is expressed in the leading approximation through the rms radius of that same system.
The correcting terms are needed for a more accurate computation of energy, which is a small functional of order 1/N, and in the leading approximation energy is zero.
The leading approximation of the matrix expansion method involves neglecting memory functions, but it fares very well (especially for longer chain alkanes) despite the frequent conformational transitions occurring during the Brownian dynamics trajectories.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
The leading order approximation is the solution of Nusselt (or Schumann) problem.
We find that the leading order approximation of the Young-Laplace equation in a thin-film expansion does not predict the known instability of wetting collars forming lenses.
Science
The leading order approximations are presented in the form of rapidly converging integrals, which contain the Whittaker functions.
The source functions are used as a time-dependent boundary condition in an idealized chemical transport model to develop leading order approximations of the plume response to DNAPL source removal.
This local flux approximation can be derived through the use of either a sub-cell variational formulation or a finite difference approximation, leading to the two variants CCLADS and CCLADNS.
The linear scission approximation leading to a uniform fragment length distribution, seems to describe the scission mechanism well.
Science
The development leading to the approximation is also novel in that it introduces techniques of some independent interest not seen in this literature hitherto.
Science
Expert writing Tips
Best practice
When using "leading approximation", ensure the context clearly defines what makes it the 'leading' one, such as its order of magnitude or its impact on the final result.
Common error
Avoid assuming that a "leading approximation" is always sufficiently accurate for all purposes. Clearly state the limitations and potential sources of error associated with the simplification.
Source & Trust
85%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "leading approximation" functions as a noun phrase where "leading" modifies "approximation". It serves to identify the primary or most significant simplification used in a calculation, model or method. According to Ludwig AI, the term is correct and usable in English.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "leading approximation" is a scientifically grounded way to refer to the most significant simplification used in a model or calculation. According to Ludwig AI, its use is correct in English. As a noun phrase, it pinpoints a primary element in mathematical and scientific methodologies. It is most commonly found in scientific contexts. When using the "leading approximation", ensure clarity about the nature of the approximation and its limitations to maintain accuracy and avoid misinterpretations. Alternative phrases such as "first-order approximation" and "primary approximation" can provide similar meaning.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
primary approximation
Directly indicates the most important or fundamental approximation.
first-order approximation
Focuses on the initial, most significant term in a series expansion.
dominant approximation
Suggests the approximation that has the greatest influence on the result.
initial approximation
Stresses that the estimation is only a starting point for refinement.
initial estimation
Highlights the starting point in a quantitative assessment.
preliminary estimate
Emphasizes the tentative nature of an early calculation.
zeroth-order approximation
Refers to the simplest possible approximation, often ignoring complexities.
basic estimate
Highlights the fundamental or rudimentary aspect of the calculation.
rough calculation
Implies a quick, imprecise calculation to get a general idea.
simplified model
Focuses on creating a less complex version of a system or process.
FAQs
How is "leading approximation" used in scientific writing?
In scientific writing, "leading approximation" refers to the primary or most significant simplification used in a calculation or model. It's often employed to make complex problems more tractable while still capturing the essential behavior.
What's the difference between "leading approximation" and first-order approximation?
The term "first-order approximation" specifies that the approximation is based on the first term in a series expansion. "Leading approximation" is broader, referring to the most important approximation, which might or might not be first-order.
When is it appropriate to use a "leading approximation"?
It's appropriate when dealing with complex systems where exact solutions are difficult or impossible to obtain. The "leading approximation" simplifies the problem while capturing its essential characteristics. Just remember to state its limitations.
What are some potential drawbacks of using a "leading approximation"?
While it simplifies calculations, a "leading approximation" may introduce errors or overlook important details. The accuracy depends on the specific context and the validity of the assumptions made in the approximation. Always be aware that a simplified model is only an approximation of a real, complex phenomenon.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
85%
Authority and reliability
4.1/5
Expert rating
Real-world application tested