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
matrix from which
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "matrix from which" is correct and usable in written English.
It can be used to describe a source or framework from which something is derived or developed. Example: "The research was conducted within a complex matrix from which various conclusions could be drawn."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(5)
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
56 human-written examples
So it's odd how few popular books have been written describing the social and personal matrix from which economic ideas actually emerge.
News & Media
Walter Benjamin wrote, long before the Keanu Reeves film, "the mass is a matrix from which all traditional behavior towards works of art issues in a new form".
News & Media
As a classical scholar, he recognised that a mystical Greek faith in reason had shaped the cultural matrix from which modern liberalism emerged.
News & Media
The matrix from which this dwarf Stegodon was found also consisted of abundant shallow marine mollusks and a few volcanic components embedded in the coarse-grained cement.
It projects from and is attached to or is an integral part of something else that serves either as a background against which it is set or a matrix from which it emerges.
Encyclopedias
Human cognitive abilities inter-correlate to form a positive matrix, from which a large first factor, called 'Spearman's g' or general intelligence, can be extracted.
Science
The error model results in the total error transformation matrix from which three error amplification factors are derived and used as design criteria for accuracy in the optimum design formulation with constraints on workspace and design variable limits.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
4 human-written examples
The validation results were based on cross tabulated error matrices from which six accuracy measures were computed following the requirements of end-users of burned area products.
The model for the mistuned wheel is identified in terms of the scale-reduced mass and stiffness matrices from which an expression for order responses is derived.
The main idea is to design a probabilistic model describing the factorization of a given data matrix in two other matrices, from which information about rows and columns belonging to the sought for biclusters can be obtained.
Science
Small multiples of chromosomal genetic correlation matrices from which nonsignificant values have been excluded can be used to identify interesting patterns of association among traits, such as that on chromosome 18 associated with calving traits, conformation, and economic merit.
Science
Expert writing Tips
Best practice
Use "matrix from which" when you want to emphasize that something originates from a complex or structured environment. This phrasing is particularly useful in academic and technical contexts.
Common error
Avoid using "matrix from which" in informal writing or conversation. Simpler phrases like "source" or "origin" are often more appropriate.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "matrix from which" functions as a relative clause, modifying a noun (usually a matrix, system, or environment) by specifying its role as a source or origin. Ludwig provides examples demonstrating its use in various contexts.
Frequent in
Science
73%
News & Media
15%
Encyclopedias
6%
Less common in
Wiki
2%
Formal & Business
2%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "matrix from which" is a grammatically sound and relatively common construction used to denote a source or origin, particularly in technical and academic writing. Ludwig AI confirms that it is correct. While versatile, it is best suited for formal contexts where precision is valued, and simpler alternatives might be preferable in casual settings. The phrase's prevalence in scientific and encyclopedic sources underscores its role in analytical and explanatory discourse.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
source from where
Replaces "matrix" with the more general term "source" and "which" with "where".
foundation from which
Substitutes "matrix" with "foundation", emphasizing the underlying base.
base from which
Replaces "matrix" with "base", indicating a starting point.
framework from which
Uses "framework" instead of "matrix", suggesting a structured system.
origin from which
Focuses on the beginning or derivation point.
structure from which
Emphasizes an organized arrangement as the starting point.
system from which
Replaces "matrix" with "system", implying interconnected elements.
environment from which
Uses "environment" to indicate a surrounding context as the source.
context from which
Highlights the surrounding circumstances as the origin.
medium from which
Specifies the channel or substance through which something arises.
FAQs
How can I use "matrix from which" in a sentence?
The phrase "matrix from which" is used to describe a source or environment that something originates from. For example, "The data was extracted from a complex data "matrix".".
What are some alternatives to "matrix from which"?
You can use alternatives like "source from where", "foundation from which", or "base from which" depending on the specific context.
Is "matrix from which" formal or informal?
What's the difference between "matrix from which" and "framework from which"?
"Matrix from which" suggests a complex and potentially multi-dimensional environment, while "framework from which" implies a more structured and organized system. The choice depends on whether you want to emphasize complexity or structure.
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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested