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
according to our knowledge
Grammar usage guide and real-world examplesUSAGE SUMMARY
'according to our knowledge' is a valid phrase and can be used in written English.
You can use it to emphasize that the knowledge in a particular situation is limited to whatever is already known. For example: "According to our knowledge, the virus appears to be highly contagious."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
as per our policy
as per our discussion
as per our risk
In our view
according to our investigation
according to our information
according to our schedule
as far as we are aware
Given what we know
according to our theory
according to our staff
based on our current understanding
To the best of our understanding
according to our research
according to our map
As far as we are aware
Based on our current understanding
according to our intelligence
to the best of our information
according to our current understanding
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
60 human-written examples
According to our knowledge, ours is the first report on QoL-data in such PD patients at a POC.
Science
No such study have been conducted in Malay population in Malaysia, according to our knowledge.
According to our knowledge, such method has never been proposed before for pyrrole oxidation.
Science
However, according to our knowledge it has not been applied for source code author identification systems.
Science
According to our knowledge, the synthesis of PBB'A is reported here for the first time.
Science
"According to our knowledge, Atta traveled to Afghanistan for some months in 1999 until early 2000," Mr. Kersten said.
News & Media
According to our knowledge, our solutions are the first attempts to implement hardware based solutions based on RBAC model.
Science
According to our knowledge, FDDS achieves the best message and time complexity combinations among the previously suggested approaches.
Science
According to our knowledge the computational complexity of problems related to the construction of Golomb Rulers is unknown.
Science
To date, according to our knowledge, no study has yet considered a possible variability of the relationship with the seasons.
Science
This is, according to our knowledge, the first study where soil GHG flux data resulting from bioorganic and biodynamic farming systems were compared.
Science & Research
Expert writing Tips
Best practice
Use "according to our knowledge" to preface statements where certainty is limited, indicating that the information provided is based on the current understanding and may evolve with new discoveries.
Common error
Avoid using "according to our knowledge" when presenting well-established facts or universally accepted information; it's more appropriate when dealing with emerging research, preliminary findings, or areas where understanding is still developing.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to our knowledge" functions as a qualifier, softening statements by acknowledging the limits of current understanding. It's used to introduce information that is believed to be true based on existing data but may be subject to change, as seen in Ludwig's examples.
Frequent in
Science
76%
News & Media
12%
Formal & Business
12%
Less common in
Reference
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "according to our knowledge" serves as a qualifier, indicating that information is presented based on the current understanding, which may be subject to change as per Ludwig AI's findings. It is grammatically correct and most frequently used in scientific contexts, followed by news and media, as well as formal business communication. This phrase is valuable in academic and professional writing to introduce information with a degree of caution, while also demonstrating transparency regarding the limitations of current understanding. When using this phrase, be sure to avoid overstating certainty and ensure that it is appropriate for the context in which it is used.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
To the best of our understanding
Emphasizes the comprehensiveness of understanding within the limits of available information.
As far as we are aware
Highlights the extent of awareness regarding a particular matter.
Based on our current understanding
Focuses on the present state of comprehension influencing the information provided.
From our perspective
Indicates a viewpoint based on the group's accumulated knowledge.
In our estimation
Conveys an assessment or judgment grounded in the team's collective knowledge.
In our view
Presents a specific viewpoint based on collected intelligence.
According to our present data
Highlights that the current information is influenced by the present data.
Given what we know
Introduces a statement with a clear acknowledgement of the known information affecting it.
From what we can gather
Expresses that information is derived from a collection of insights and findings.
To our reckoning
Suggests the conclusion is based on careful consideration and evaluation of existing information.
FAQs
How can I use "according to our knowledge" in a sentence?
You can use "according to our knowledge" to introduce a statement that is based on the current understanding or information available to a particular group or individual. For instance, "According to our knowledge, this is the first study to examine this phenomenon in this population."
What are some alternatives to saying "according to our knowledge"?
Alternatives to "according to our knowledge" include phrases such as "to the best of our understanding", "as far as we are aware", or "based on our current understanding". These phrases all convey a similar sense of limited or conditional certainty.
Is it correct to say "according to my knowledge" instead of "according to our knowledge"?
Yes, both phrases are grammatically correct, but they are used in different contexts. "According to my knowledge" refers to what one individual knows, while "according to our knowledge" refers to what a group or organization knows.
When is it appropriate to use "according to our knowledge" in academic writing?
It's appropriate to use "according to our knowledge" in academic writing when introducing a novel finding or stating the current limitations of research in a particular field. It can help set expectations for readers by framing information in terms of current expertise. This is often used in fields of "science" or medicine.
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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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested