a computational understanding of

USAGE SUMMARY

The phrase "a computational understanding of" is correct and usable in written English.
You can use it when discussing the grasp or comprehension of computational concepts, methods, or systems. Example: "The research aims to develop a computational understanding of complex biological processes."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

"We need a computational understanding of Sapir's code," Sheikh says.

The Guardian - Tech

In addition, a computational understanding of piracy can give scholars a unique understanding of the crime.

Security Informatics

To the extent that language is a mirror of mind, a computational understanding of language also provides insight into thinking and intelligence.

SEP

The main goal of this work is to provide yet another step towards a computational understanding of social structures, user-generated groups in this specific case.

EPJ Data Science

ALife is inspired by the work of the mathematician John von Neumann on self-replicating cellular automata, which von Neumann believed would lead to a computational understanding of biology and the life sciences (1966).

SEP

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

This paper illustrates the possibilities of an emerging area of computer science and engineering that focuses on the computational understanding of human behavior and on its synthesis in robots.

Neural Networks

Accordingly, context-aware applications can show advanced computational understanding of the urban environment and react from this understanding in a knowledgeable manner through intelligent decision-making for improving different aspects of sustainability through optimization, control, management, and planning of urban systems.

Journal of Big Data

During the time in which anatomical information has been gathered about the connectional anatomy of the cortex, our computational understanding of it has changed continuously.

Plosone

At the crux of notions of social mediation lies the construction of intersubjective spaces that stems not only a sense of self but also sets of coordinated interrelations that seed leveling up cognizance, affordance management, and his computational understandings of the workings of the game.

Research and Practice in Technology Enhanced Learning

Information and Intelligent Systems: Advancing Human-Centered Computing, Informandon Informatics and InfoRobusts, and Robust Intelligence The concept of robust intelligence "encompasses computational understanding and modeling of the many human and animal capabilities that demonstrate intelligence and adaptability in unstructured and uncertain environments".

Science Magazine

Both the observed information about and the existing dynamic models for this world serve as input for the process of computational understanding, which involves the analysis and estimation of what is happening in the urban environment.

Journal of Big Data

Expert writing Tips

Best practice

When discussing complex systems, clarify which aspects require "a computational understanding of". Be specific about the components or processes you are analyzing computationally.

Common error

Avoid using "a computational understanding of" as a vague substitute for deeper analysis. Ensure the context clearly indicates that a computational approach is indeed being employed and is relevant.

Linguistic Context

The phrase "a computational understanding of" functions as a noun phrase, acting as the object of a verb or preposition. It describes the application of computational methods to achieve comprehension or insight into a particular subject.

Expression frequency: Uncommon

Frequent in

Science

80%

News & Media

20%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a computational understanding of" is a grammatically correct phrase that describes the use of computational methods to gain insights into complex systems. As indicated by Ludwig, it's primarily used in scientific and technical contexts. While relatively uncommon, it's important to use this phrase precisely, ensuring it clearly indicates the application of a computational approach. Alternatives like "computer-based comprehension of" or "algorithmic interpretation of" may be appropriate depending on the specific context. Avoid overgeneralization and always ensure the context makes clear that a computational approach is relevant. Understanding these nuances will help you use the phrase "a computational understanding of" effectively.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a computer-based comprehension of

Replaces 'computational' with 'computer-based' and 'understanding' with 'comprehension', emphasizing the role of computers.

a digital insight into

Uses 'digital' instead of 'computational' and 'insight' for 'understanding', highlighting the digital aspect.

a programming knowledge of

Substitutes 'computational' with 'programming' and 'understanding' with 'knowledge', focusing on programming skills.

a mechanized grasp of

Emphasizes the 'mechanized' aspect instead of purely 'computational', replacing 'understanding' with 'grasp'.

a simulated perception of

Replaces 'computational' with 'simulated' and 'understanding' with 'perception', focusing on simulated environments.

a data-driven awareness of

Highlights the data aspect using 'data-driven' instead of 'computational', and uses 'awareness' for 'understanding'.

an algorithmic interpretation of

Focuses on algorithms by replacing 'computational' with 'algorithmic', and uses 'interpretation' for 'understanding'.

a technological appreciation of

Uses a broader term 'technological' instead of 'computational', replacing 'understanding' with 'appreciation'.

a software-based cognizance of

Specifies 'software-based' instead of 'computational', and replaces 'understanding' with 'cognizance'.

a code-oriented expertise in

Focuses on coding by using 'code-oriented' instead of 'computational', and replaces 'understanding' with 'expertise'.

FAQs

How can I use "a computational understanding of" in a sentence?

You can use "a computational understanding of" to describe the application of computational methods to gain insight into a particular phenomenon. For example, "We need "a computational understanding of Sapir's code" to decipher hidden meanings."

What are some alternatives to "a computational understanding of"?

Alternatives include "computer-based comprehension of", "digital insight into", or "algorithmic interpretation of", depending on the specific context and nuance you want to convey.

In what contexts is "a computational understanding of" most relevant?

"A computational understanding of" is particularly relevant in contexts involving data analysis, modeling, simulation, and the application of algorithms to solve problems or gain insights in fields like science, engineering, and social sciences.

How does "a computational understanding of" differ from a theoretical understanding?

While a theoretical understanding involves conceptual frameworks and abstract principles, "a computational understanding of" emphasizes the use of computational methods and algorithms to model, simulate, and analyze real-world phenomena. The "computational understanding" often complements and enhances theoretical insights by providing quantitative and predictive capabilities.