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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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

according to knowledge

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "according to knowledge" is correct and usable in written English.
You can use this phrase when you want to indicate that something is based on understanding or learned information. For example, "The treatment for the disease was decided according to knowledge of the latest scientific research."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

16 human-written examples

The mechanism of the grinding phenomena is also analyzed in this paper according to knowledge of fracture mechanics and mechanical damage phenomenology.

Therefore, it would be very useful to design knowledge-based systems capable to be adjusted like human cognition and thinking, according to knowledge dynamics.

Fig. 1 HAS guidelines and ibuprofen prescription according to knowledge of reference treatment.

According to knowledge of author, there is no exact analytical solution of the fractional-order Lotka-Volterra equations, which could be compared with the numerical solution.

The percentage was identical both for rural and urban GPs. Figure analyzes knowledge of reference treatment of pediatric migraine by the GPs according to knowledge of the HAS guidelines for the therapeutic management of pediatric migraine.

The company's multiple sclerosis drug Aubagio costs eight times more in the U.S. than in France and the United Kingdom, according to Knowledge Ecology International, a Washington-based watchdog group.

News & Media

HuffPost
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Human-verified similar examples from authoritative sources

Similar Expressions

44 human-written examples

Based on conventional triangular membership functions used in fuzzy inference systems, the modified triangular membership functions are proposed to improve a system's performance according to knowledge-based reasonings.

The accuracy of knowledge transfer through pharmaceutical advertising is essential in order to avoid gender bias in medical practice and to achieve quality drug prescriptions according to knowledge-based evidence (56).

Birds arose from theropod dinosaurs at some point in the Jurassic, according to present knowledge.

According to the knowledge it contains, five categories of the state of information are defined.

According to our knowledge, such method has never been proposed before for pyrrole oxidation.

Science

Polymer
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Expert writing Tips

Best practice

Use "according to knowledge" when you want to indicate that a statement or action is based on the current understanding or information available on a particular subject. It adds a degree of formality and objectivity.

Common error

Avoid using "according to knowledge" in casual conversations or informal writing. Simpler phrases like "as far as I know" or "from what I understand" are often more appropriate.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "according to knowledge" functions as a prepositional phrase that modifies a verb or noun, indicating the basis or foundation for a statement or action. Ludwig AI confirms the phrase as correct and usable. The phrase introduces a perspective based on understanding or learned information.

Expression frequency: Uncommon

Frequent in

Science

70%

News & Media

15%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "according to knowledge" is a prepositional phrase used to indicate that something is based on the current understanding or available information. Ludwig AI confirms that the phrase is correct. It's most frequently used in formal and scientific contexts to provide a basis for claims or decisions. While grammatically sound, it can be replaced by alternatives like "based on knowledge" or "as far as is known" in some situations. The usage examples from Ludwig illustrate its application across diverse domains, including science, medicine, and news reporting, providing valuable insights into its function and purpose.

FAQs

How can I use "according to knowledge" in a sentence?

You can use "according to knowledge" to indicate that a statement or action is based on current understanding. For example, "The treatment plan was created "according to knowledge" of the patient's medical history."

What are some alternatives to "according to knowledge"?

Some alternatives to "according to knowledge" include "based on knowledge", "as far as is known", or "to the best of one's knowledge".

Is it better to say "according to knowledge" or "based on knowledge"?

Both "according to knowledge" and "based on knowledge" are grammatically correct, but "based on knowledge" may sound more direct. The choice depends on the specific context and desired level of formality.

What does "according to our knowledge" mean?

"According to our knowledge" means that a statement is true "to the best of our understanding", based on the information we currently have. It's often used to acknowledge that there may be limitations or gaps in our understanding.

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Source & Trust

81%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: