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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
implement as follows
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "implement as follows" is correct and usable in written English.
It is typically used to instruct the reader on how to proceed with an action. For example, "Please implement the following steps to complete the task."
✓ Grammatically correct
Science
Alternative expressions(20)
execute in this manner
apply in the following way
carry out as described below
perform in the subsequent manner
operationalize in this fashion
proceed with these steps
adapted as follows
went as follows
proceeding as follows
ordered as follows
procedure as follows
answer in this way
the response is as follows
responds as follows
the process is as follows
need as follows
preparation as follows
act as follows
reply as follows
respond as follows
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
1 human-written examples
It is based on an iterative two-step procedure that, for the problem at hand, we implement as follows.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
58 human-written examples
Technically, this is implemented as follows.
Science
The matching mechanism is implemented as follows.
The wireless communication among MRs is implemented as follows.
The iterative algorithm may be implemented as follows.
Therefore, the spreading sequence selection can be implemented as follows.
The typical algorithm of reinforcement learning is implemented as follows.
The DDCAR scheme in a cell is implemented as follows.
As shown in Fig. 3, the modeling of the aggregated charging load is implemented as follows.
This scheme is referred to as the OMUD-PIC, which is implemented as follows.
The parameters are given in Table 5 and the proposed DCC is implemented as follows.
Expert writing Tips
Best practice
When using "implement as follows", ensure that the subsequent steps are clearly and concisely outlined to avoid ambiguity. Provide sufficient detail for the reader to understand and replicate the process.
Common error
Avoid vague instructions after "implement as follows". Ensure each step is clearly defined, numbered, or bulleted for easy comprehension. Don't leave room for misinterpretation.
Source & Trust
84%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "implement as follows" functions as an instructional phrase, introducing a sequence of steps or procedures. It signals that a detailed explanation of how something is to be carried out will follow. Ludwig AI indicates the phrase is correct and usable in written English.
Frequent in
Science
100%
Less common in
News & Media
0%
Formal & Business
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "implement as follows" is a grammatically correct and useful construction that serves as a signpost for detailed procedural instructions. Ludwig AI's analysis, supported by real-world examples, reveals its prevalent use in scientific and technical writing, emphasizing clarity and replicability. While alternatives like "execute in this manner" or "apply in the following way" exist, "implement as follows" remains a direct and effective way to introduce a step-by-step explanation, particularly in formal and scientific contexts. The key to its effective use is ensuring that the subsequent instructions are unambiguous and well-organized.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
execute in this manner
Replaces "implement" with "execute" and restructures the sentence to emphasize the method of execution.
apply in the following way
Substitutes "implement" with "apply", focusing on the application of a technique or procedure.
carry out as described below
Uses "carry out" instead of "implement", highlighting the execution of a process according to a provided description.
perform in the subsequent manner
Replaces "implement" with "perform" and uses "subsequent manner" to indicate a sequential approach.
operationalize in this fashion
Substitutes "implement" with "operationalize", emphasizing the practical application of a concept or system.
proceed with these steps
Focuses on the sequential nature of the implementation by using "proceed with these steps".
enact in the following procedure
Emphasizes the enactment of a defined procedure rather than a general implementation.
realize through these methods
Focuses on the realization or achievement of a goal using specific methods.
put into practice thusly
Uses "put into practice" to highlight the practical application, replacing "as follows" with "thusly" for a formal tone.
effectuate in the manner outlined
Substitutes "implement" with "effectuate", which means to bring about or accomplish, stressing the outcome of the process.
FAQs
How can I use "implement as follows" in a sentence?
Use "implement as follows" to introduce a detailed, step-by-step explanation of a process or method. For example, "The algorithm is implemented as follows: first, the data is preprocessed; second, the model is trained; finally, the results are evaluated."
What are some alternatives to "implement as follows"?
You can use alternatives such as "execute in this manner", "apply in the following way", or "carry out as described below" depending on the context.
Is it better to say "implement as follows" or "implemented as follows"?
"Implement as follows" is used to introduce the instructions, while "implemented as follows" indicates that the action has already been taken. For example, use "implement as follows" when explaining a protocol, and "implemented as follows" when describing a completed experiment.
What's the difference between "implement as follows" and "done as follows"?
"Implement as follows" is generally used when describing a method or system that will be put into effect, while "done as follows" describes how something was actually performed. The first is prospective, the second is retrospective.
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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
4.1/5
Expert rating
Real-world application tested