complex computational methods

USAGE SUMMARY

The phrase "complex computational methods" is correct and usable in written English.
You can use it when discussing advanced techniques or algorithms used in computing, mathematics, or data analysis. Example: "Researchers are developing complex computational methods to solve intricate problems in artificial intelligence."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Topology optimization uses complex computational methods to create a spatial design based on user- defined conditions.

Johns Hopkins University

The indoo.rs R&D team claims "deep expertise" in the areas of RF engineering, DSP programming, sensor fusion and "complex computational methods" – the recipe of skills needed to solve the indoor positioning problem, says the company.

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Because of the difficulties in determining structures of protein complexes, computational methods for predicting protein−protein interactions are important.

Biochemistry

Given the experimental limitations of large scale detection of protein complexes, computational methods for detecting protein complexes from the rich protein-protein interaction datasets present a useful alternative.

BMC Genomics

We have investigated the full catalytic cycle for the coupling of phenylbromide with morpholine (Buchwald–Hartwig amination), catalysed by the synthetically relevant Pd(PtBu3) complex, with computational methods.

Journal of Molecular Catalysis A: Chemical

Dividing-and-matching-based method is an alternatively way of finding conserved complexes, which firstly uses known protein complexes or computational methods to divide one of the two input PPI networks into subnetworks and then maps the proteins in these subnetworks to the other PPI network [ 22– 25].

Algorithms for Molecular Biology

Some time has been spent on studying and predicting the binding free energies (ΔG°) of CD inclusion complexes using computational methods [9, 10].

Chemistry Central Journal

After that, one of the two PPI networks is divided by known protein complexes or computational methods.

Algorithms for Molecular Biology

These TAP datasets have been used to generate datasets of protein complexes using computational methods [ 3, 23].

BMC Genomics

This method firstly uses known protein complexes or computational methods to divide one of the two input PPI networks into subnetworks and then maps the proteins in these subnetworks to the other PPI network to get their homologous proteins.

Algorithms for Molecular Biology

Pekka Neittaanmäki, Sergey Repin and Tero Tuovinen (Eds).. Mathematical Modeling and Optimization of Complex Structures; Series: Computational Methods in Applied Sciences.

Complex Adaptive Systems Modeling

Expert writing Tips

Best practice

When describing computational methods, specify the type of complexity involved (e.g. algorithmic complexity, data complexity) to provide more context.

Common error

Avoid using "complex computational methods" as a vague term. Instead, detail the specific techniques and their applications to provide clarity and impact.

Linguistic Context

The phrase "complex computational methods" functions as a noun phrase modified by an adjective. It describes sophisticated techniques used in various fields. Ludwig AI confirms the phrase is correct and usable in written English.

Expression frequency: Rare

Frequent in

Science

40%

Academia

30%

News & Media

10%

Less common in

Encyclopedias

7%

Formal & Business

7%

Wiki

6%

Ludwig's WRAP-UP

The phrase "complex computational methods" correctly describes advanced computing techniques used across science, academia, and news. Ludwig AI confirms its grammatical correctness and usability. While relatively rare, it's found predominantly in formal contexts, necessitating precise use. Consider alternatives like "advanced computational techniques" for varied expression. For best practice, specify the complexity type for enhanced clarity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

advanced computational techniques

Replaces "complex" with "advanced", focusing on the high-level nature of the methods.

sophisticated algorithms

Highlights the algorithmic aspect of the computational methods.

advanced modeling techniques

Focuses on the modeling aspect, suitable when the methods are used for simulation or prediction.

intricate computational procedures

Emphasizes the detailed and elaborate nature of the procedures.

mathematically intensive methods

Highlights the strong mathematical basis of the methods.

data-intensive computing

Focuses on methods that require substantial data processing.

high-performance computing strategies

Emphasizes methods that require significant computational power.

simulation techniques

Focuses on simulation aspects of computational methods.

numerical analysis methods

Highlights numerical computation aspect.

computational algorithms

Highlights the algorithmic foundations.

FAQs

How can I use "complex computational methods" in a sentence?

You can use "complex computational methods" to describe sophisticated approaches to solving problems, such as "Researchers are developing "complex computational methods" for climate modeling".

What are some alternatives to "complex computational methods"?

Alternatives include "advanced computational techniques", "sophisticated algorithms", or "advanced modeling techniques" depending on the context.

In what fields are "complex computational methods" typically used?

"Complex computational methods" are commonly used in fields like engineering, computer science, physics, chemistry, biology, and finance to solve intricate problems that are difficult to address through traditional analytical means.

What makes a computational method "complex"?

A computational method can be considered "complex" if it involves intricate algorithms, requires significant computational resources, processes large datasets, or integrates multiple theoretical frameworks.