ACTA NUMERICA

Scope & Guideline

Exploring the Depths of Computational Techniques.

Introduction

Welcome to the ACTA NUMERICA 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 ACTA NUMERICA, 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
ISSN0962-4929
PublisherCAMBRIDGE UNIV PRESS
Support Open AccessNo
CountryUnited Kingdom
TypeJournal
Convergefrom 1992 to 2023
AbbreviationACTA NUMER / Acta Numer.
Frequency1 issue/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressEDINBURGH BLDG, SHAFTESBURY RD, CB2 8RU CAMBRIDGE, ENGLAND

Aims and Scopes

ACTA NUMERICA focuses on the development and application of numerical methods across various fields of mathematics and engineering. The journal emphasizes innovative approaches and theoretical advancements, making significant contributions to the field of numerical analysis.
  1. Numerical Methods Development:
    The journal publishes research on the formulation and analysis of new numerical techniques, including adaptive methods, finite element methods, and low-rank tensor methods.
  2. Applications in Physics and Engineering:
    Research often explores the application of numerical methods to solve real-world problems in physics, engineering, and computational sciences, such as molecular dynamics and fluid dynamics.
  3. Machine Learning Integration:
    There is a consistent focus on integrating numerical methods with machine learning techniques, particularly physics-informed neural networks and other novel algorithms.
  4. Optimal Control and Design:
    Papers often address optimal control problems, experimental design, and computational strategies, highlighting the interplay between numerical analysis and optimization.
  5. Theoretical Foundations:
    The journal emphasizes the theoretical underpinnings of numerical methods, including convergence analysis, stability, and error estimation.
Recent publications in ACTA NUMERICA reveal several emerging themes that are gaining traction within the journal. These trends signify the evolving landscape of numerical analysis and its applications.
  1. Physics-Informed Machine Learning:
    The integration of machine learning with traditional numerical methods, particularly in the context of physics-informed neural networks, is a rapidly growing area, reflecting the increasing use of AI in computational sciences.
  2. Multiscale and Asymptotic Methods:
    There is a notable rise in research addressing multiscale problems and asymptotic-preserving schemes, highlighting the need for effective solutions in complex physical problems.
  3. Control Theory Applications:
    The focus on control of differential-algebraic systems and optimal control strategies is expanding, showcasing the journal's commitment to applying numerical methods to dynamic systems.
  4. Computational Efficiency and Precision:
    Emerging trends in mixed precision algorithms and adaptive methods reflect an increasing emphasis on computational efficiency and accuracy in numerical simulations.
  5. Tensor and High-Dimensional Data Methods:
    Research on tensor methods and their applications in high-dimensional problems is gaining significance, indicating a shift towards handling complex data structures in numerical computations.

Declining or Waning

While ACTA NUMERICA has a broad range of topics, some areas appear to be declining in focus, reflecting shifts in research interests and advancements in technology.
  1. Traditional Numerical Analysis Techniques:
    There seems to be a reduction in papers focusing solely on classical numerical analysis techniques, as the field increasingly embraces interdisciplinary approaches and modern computational methods.
  2. Purely Theoretical Research:
    The journal has seen a decline in purely theoretical contributions without practical applications, indicating a trend towards more applied research that demonstrates real-world relevance.
  3. Basic Linear Algebra Methods:
    Research centered on fundamental linear algebra techniques appears to be less frequent, as more complex and innovative approaches gain prominence in the published works.

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