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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
summarized as below
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase 'summarized as below' is correct and is often used in written English.
You can use the phrase in the context of summarizing something that has already been discussed. For example, "After going over the details of the project, the main points can be summarized as below:".
✓ Grammatically correct
Science
Academia
News & Media
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
20 human-written examples
Some main conclusions are summarized as below.
Science
The procedure can be summarized as below.
The main contributions of this paper are summarized as below.
The algorithm involves four steps as summarized as below.
Science
The main conclusions can be summarized as below.
Science
The different phases used in standard BA can be summarized as below.
Human-verified similar examples from authoritative sources
Similar Expressions
40 human-written examples
In this mode, the index m will be removed from equations and the solution process will be summarized as shown below.
The implementation basics can be summarized as shown below: (skey: string, iKey = hash ( skey)), (value: string), pair consists of skey and value: (left{ skey, value right} ), bucket: list of pair, all string keys in this list have the same hash value.
We will now evaluate the expectation of this random variable, and the result will be summarized as Theorem A below.
The algorithm is summarized as Algorithm 1 below: The basic idea of Algorithm 1 is to set up a physical environment with appropriate damping for the system to run freely until the kinetic and elastic potential energy dissipates.
Thus our bimodel-based clustering algorithm can be summarized as five basic steps as below: 1) Construct bipartite graph where each element of S is computed as: Sleft i,jright)={displaystyle {sum}_V{mathrm{DM}}_Vleft i,jright kern1em =kern1em {displaystyle {sum}_V{displaystyle {sum}_{pin {W}_i^{mathrm{fea}1},qin {W}_j^{mathrm{fea}2}}left(dleft p,qright)right)}}}.
Expert writing Tips
Best practice
Ensure that the information following "summarized as below" is indeed a summary and not new or unrelated content. Maintain a clear and logical flow of ideas.
Common error
Avoid starting multiple sentences or paragraphs with "summarized as below" within a short span. This can make your writing sound repetitive and monotonous. Vary your sentence structure to maintain reader engagement.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "summarized as below" functions as an introductory phrase or transitional phrase. It serves to signal that a concise recapitulation or overview of previously discussed information will follow. Ludwig AI confirms the grammatical correctness and common usage of this phrase.
Frequent in
Science
71%
Academia
16%
News & Media
4%
Less common in
Formal & Business
4%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "summarized as below" is a grammatically correct and frequently used introductory phrase, especially in academic and scientific writing. It signals that a concise summary will follow, enhancing clarity and structure. Ludwig AI confirms its common usage. While it's considered common, remember to vary your sentence structure to avoid repetition. Alternatives such as "outlined below" or "listed below" can offer stylistic variation. Use "summarized as below" judiciously to effectively highlight key information for your readers.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
outlined below
Replaces "summarized" with "outlined", focusing on a structural presentation.
listed below
Emphasizes a simple enumeration of points, instead of a condensation of information.
detailed below
Suggests that the following information will be more extensive than a brief summary.
presented below
Highlights the act of showing or displaying information.
described as follows
More formal and structured, suitable for technical or legal contexts.
in summary below
Adds emphasis on providing an overview and is not as common.
concluded as follows
Highlights the result from an analysis and its summary.
to summarize below
Inverts the original phrase, placing emphasis on action of summarizing.
the summary below
Directly refers to a summary that follows, with an economy of words.
key points below
Focuses on extracting the essence of a bigger analysis.
FAQs
How can I use "summarized as below" in a sentence?
Use "summarized as below" to introduce a condensed version of information, often presented as a list or a brief paragraph. For example, "The main findings of the study are summarized as below: [list of findings]".
What are some alternatives to "summarized as below"?
You can use alternatives like "outlined below", "listed below", or "detailed below" depending on the context.
Is it grammatically correct to say "summarized as below"?
Yes, "summarized as below" is grammatically correct and widely used in formal writing to introduce a summary of information.
What's the difference between "summarized as below" and "to summarize"?
"Summarized as below" is used to introduce a summary that follows, whereas "to summarize" is an infinitive phrase that indicates the action of summarizing. For example: "To summarize, the key points are..." versus "The key points are summarized as below:".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested