Computational and Mathematical Methods

Scope & Guideline

Bridging Theory and Practice in Computational Mathematics

Introduction

Welcome to the Computational and Mathematical Methods information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of Computational and Mathematical Methods, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN-
PublisherWILEY-HINDAWI
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationCOMPUT MATH METHODS / Comput. Math. Methods
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressADAM HOUSE, 3RD FL, 1 FITZROY SQ, LONDON WIT 5HE, ENGLAND

Aims and Scopes

The journal 'Computational and Mathematical Methods' primarily focuses on the development and application of computational techniques and mathematical modeling across diverse fields. It serves as a platform for innovative methodologies that contribute to solving complex mathematical problems, particularly in the context of real-world applications.
  1. Computational Techniques:
    The journal emphasizes the exploration and enhancement of various computational methods, including numerical algorithms, optimization techniques, and simulation approaches that are applicable to a wide range of mathematical and engineering problems.
  2. Mathematical Modeling:
    A core focus is on the formulation and analysis of mathematical models that describe phenomena in natural and social sciences, particularly in areas such as epidemiology, fluid dynamics, and statistical modeling.
  3. Interdisciplinary Applications:
    The journal promotes interdisciplinary research, encouraging submissions that demonstrate the application of computational and mathematical methods to fields like biology, finance, engineering, and environmental science.
  4. Statistical Analysis and Data Science:
    There is a significant emphasis on statistical methodologies, particularly in the context of big data analytics, machine learning, and predictive modeling, reflecting the growing importance of data-driven decision-making.
  5. Fractional Calculus and Differential Equations:
    The journal often features research on fractional calculus, singular perturbation problems, and the numerical solution of differential equations, which are vital for modeling complex systems.
The journal 'Computational and Mathematical Methods' has been evolving, with several emerging themes gaining traction in recent publications. These trends reflect the shifting priorities and interests of researchers in the field.
  1. Machine Learning and AI Applications:
    Recent publications indicate a significant increase in research utilizing machine learning and artificial intelligence techniques for data analysis, predictive modeling, and decision-making processes across various disciplines.
  2. COVID-19 Modeling and Analysis:
    Given the global pandemic, there has been an upsurge in studies focused on mathematical modeling of COVID-19 transmission dynamics, showcasing the journal's responsiveness to current global health challenges.
  3. Fractional Differential Equations:
    There is a growing interest in fractional differential equations, particularly their applications in modeling complex systems, which aligns with contemporary trends in mathematical research.
  4. Big Data and Computational Statistics:
    The journal has increasingly featured papers on big data analytics and computational statistics, reflecting the importance of handling and interpreting large datasets in research.
  5. Epidemiological Modeling:
    There is a notable trend in the development of mathematical models for various infectious diseases, highlighting the journal's commitment to addressing public health issues through quantitative analysis.

Declining or Waning

In recent years, certain themes within the 'Computational and Mathematical Methods' journal have shown a decline in frequency or focus. These areas may still hold importance but have become less prominent in current research publications.
  1. Traditional Statistical Methods:
    There has been a noticeable reduction in papers focused on conventional statistical methodologies, as the journal shifts towards more advanced data science techniques and machine learning approaches.
  2. Basic Mathematical Theory:
    While foundational mathematical theories remain important, the journal has seen fewer submissions centered on purely theoretical mathematics, moving instead towards applied mathematics that addresses real-world problems.
  3. Basic Numerical Methods:
    The prevalence of basic numerical methods has decreased, with a growing preference for advanced and hybrid computational techniques that offer more robust solutions to complex problems.

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