Computation

Scope & Guideline

Advancing knowledge through computational insights.

Introduction

Explore the comprehensive scope of Computation through our detailed guidelines, including its aims and scope. Stay updated with trending and emerging topics, and delve into declining areas to understand shifts in academic interest. Our guidelines also showcase highly cited topics, featuring influential research making a significant impact. Additionally, discover the latest published papers and those with high citation counts, offering a snapshot of current scholarly conversations. Use these guidelines to explore Computation in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN-
PublisherMDPI
Support Open AccessNo
Country-
Type-
Converge-
AbbreviationCOMPUTATION / Computation
Frequency12 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressST ALBAN-ANLAGE 66, CH-4052 BASEL, SWITZERLAND

Aims and Scopes

The journal 'Computation' focuses on the interdisciplinary field of computational sciences, emphasizing the development and application of innovative computational methods across various domains. The scope encompasses theoretical advancements, practical applications, and the implementation of computational techniques in solving complex problems.
  1. Computational Modeling and Simulation:
    The journal frequently publishes research on computational models that simulate real-world systems, ranging from fluid dynamics to biological processes, highlighting the importance of numerical methods in understanding complex phenomena.
  2. Machine Learning and Artificial Intelligence:
    A significant emphasis is placed on the application of machine learning algorithms and AI techniques to enhance data analysis, predictive modeling, and automation in various fields, including healthcare, finance, and engineering.
  3. Optimization Techniques:
    Research articles often explore optimization methodologies, including genetic algorithms, fuzzy logic, and other heuristic approaches, aimed at improving efficiency in resource allocation, system design, and operational processes.
  4. Statistical Analysis and Data Science:
    The journal addresses the integration of statistical methods with computational techniques, focusing on data-driven approaches for inference, modeling, and decision-making in diverse applications.
  5. Interdisciplinary Applications:
    The scope includes a broad range of applications, illustrating how computational methods can solve problems in fields such as environmental science, biomedical engineering, and materials science.
The journal 'Computation' has witnessed a dynamic evolution in its thematic focus, with several emerging areas gaining prominence. These trends reflect the changing landscape of computational research and the growing intersection of technology and various scientific domains.
  1. Artificial Intelligence and Deep Learning:
    There is a significant increase in publications related to AI and deep learning techniques, particularly in applications such as image processing, natural language processing, and predictive analytics, indicating a shift towards more sophisticated computational methods.
  2. Sustainable and Green Computing:
    Research exploring computational solutions for sustainability challenges has gained momentum, with a focus on optimizing energy usage, resource management, and reducing environmental impacts, aligning with global sustainability goals.
  3. Data Science and Big Data Analytics:
    The growing volume of data generated across sectors has led to an uptick in studies focusing on big data analytics, emphasizing the importance of computational techniques in extracting meaningful insights from large datasets.
  4. Healthcare and Biomedical Applications:
    The emergence of computational methods in healthcare, particularly in disease modeling, drug discovery, and personalized medicine, reflects an increasing interest in leveraging computation to address critical health challenges.
  5. Cybersecurity and Privacy-Preserving Techniques:
    With the rise in digital threats, there is an emerging focus on computational methods that enhance cybersecurity measures and privacy-preserving techniques, highlighting the relevance of computation in safeguarding information.

Declining or Waning

While the journal has a robust focus on many emerging areas, certain themes have shown a decline in frequency or relevance. These waning scopes may reflect shifting interests within the research community or the maturation of previously popular topics.
  1. Traditional Numerical Methods:
    There has been a noticeable decrease in the publication of papers focusing solely on traditional numerical methods, such as basic finite element analysis, as more advanced and hybrid techniques gain traction.
  2. Basic Statistical Methods:
    The prevalence of papers reporting on fundamental statistical methods has diminished, possibly due to the increased sophistication and complexity of data analysis techniques that incorporate machine learning.
  3. Single-Domain Focused Research:
    Research that is overly specialized within a single discipline without interdisciplinary integration appears to be less favored, as the journal increasingly values multidisciplinary approaches that combine insights from various fields.

Similar Journals

New Mathematics and Natural Computation

Exploring the Fusion of Mathematics and Nature's Logic
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 1793-0057Frequency: 3 issues/year

New Mathematics and Natural Computation, published by World Scientific Publishing Co Pte Ltd, is a pivotal journal in the realms of applied mathematics and computational theories, catering to a diverse audience of researchers, professionals, and students. With an ISSN of 1793-0057 and E-ISSN 1793-7027, this journal serves as a critical platform for disseminating innovative research and methods that intertwine mathematical theories with natural computation processes. Operating from Singapore, it emphasizes accessibility and collaboration in advancing interdisciplinary knowledge, despite its current Q4 rankings across relevant categories such as Applied Mathematics and Human-Computer Interaction—highlighting the journal’s commitment to growth and improvement in a competitive publishing landscape. As a source of insightful findings and applications in mathematics and computer science, it invites contributors to explore the dynamic intersections between these fields and foster academic dialogue. Researchers aiming to engage with cutting-edge advancements will find this journal instrumental for their work from its inaugural issue in 2012 through its projected publications into 2024.

SIAM-ASA Journal on Uncertainty Quantification

Elevating standards in applied mathematics and statistics.
Publisher: SIAM PUBLICATIONSISSN: 2166-2525Frequency: 4 issues/year

The SIAM-ASA Journal on Uncertainty Quantification, published by SIAM PUBLICATIONS, is a premier journal dedicated to advancing the field of uncertainty quantification across various disciplines, including applied mathematics, statistics, and simulation modeling. With an impressive impact factor that places it in the Q1 quartile in multiple categories such as Applied Mathematics and Statistics and Probability, this journal represents the pinnacle of research quality and relevance. Established in 2013, it has garnered a significant readership and citation rate, reaffirming its critical role in addressing complex uncertainty challenges in modern science and engineering. Although not an open access journal, it provides a platform for rigorous peer-reviewed articles that offer insightful methodologies and applications vital to both research and industry practices. Researchers, professionals, and students will find in its pages a wealth of knowledge that drives the future of quantitative analysis, modeling, and problem-solving in uncertain environments.

International Journal of Computing Science and Mathematics

Advancing Knowledge at the Intersection of Science and Technology
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1752-5055Frequency: 6 issues/year

The International Journal of Computing Science and Mathematics, published by INDERSCIENCE ENTERPRISES LTD, is a pivotal platform for the dissemination of cutting-edge research in the intertwined disciplines of computing science and mathematics. With an ISSN of 1752-5055 and an E-ISSN of 1752-5063, the journal primarily serves the academic community engaged in applied mathematics, computational mathematics, theoretical computer science, and more, making significant contributions that resonate across various fields of technology and science. While the journal is currently categorized in the Q4 quartile for multiple related fields, including Applied Mathematics and Computational Theory, it continues to strive towards advancing the knowledge and practice within these areas. Spanning years from 2007 to 2010 and again from 2012 to 2024, the journal seeks to publish high-quality, peer-reviewed articles that not only address theoretical advancements but also explore practical applications of computing science in mathematical contexts, thereby fostering collaboration among researchers, professionals, and students alike. Please note that this journal is not available as Open Access, thus ensuring a curated content selection intended for dedicated research communities.

NEW GENERATION COMPUTING

Driving Excellence in Dynamic Computing Disciplines
Publisher: SPRINGERISSN: 0288-3635Frequency: 4 issues/year

NEW GENERATION COMPUTING is a prominent academic journal published by SPRINGER, specializing in the dynamic fields of Computer Networks, Hardware and Architecture, Software Engineering, and Theoretical Computer Science. With a commitment to disseminating high-quality research since its inception in 1983 and extending its coverage to 2024, this journal occupies a vital role in advancing knowledge and innovation within these critical domains. Holding prestigious Q2 rankings in Computer Networks and Communications, Hardware and Architecture, and Software, as well as a Q3 ranking in Theoretical Computer Science for 2023, NEW GENERATION COMPUTING attracts significant contributions from scholars and professionals around the globe. Researchers will find its rigorous peer-review process ensures the publication of impactful studies, while students gain access to cutting-edge research that shapes contemporary computing practices. Though it does not offer open access, the journal remains an invaluable resource in the academic community, fostering collaboration and dialogue among experts aiming to push the boundaries of technology.

International Journal of Computational Science and Engineering

Fostering Interdisciplinary Insights in Engineering and Science
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1742-7185Frequency: 8 issues/year

The International Journal of Computational Science and Engineering, published by InderScience Enterprises Ltd, is a premier platform dedicated to the interdisciplinary field of computational science and engineering. With an ISSN of 1742-7185 and an E-ISSN of 1742-7193, the journal has been serving the academic community since its establishment in 2005 and will continue to do so until 2024. Notably categorized in the Q3 quartile for various domains, including Computational Mathematics, Software, and Hardware and Architecture, it holds respectable rankings in Scopus, evidencing its importance in advancing research and practice. While the journal is not open-access, it offers subscription options that ensure wide dissemination among researchers, professionals, and students. The journal aims to publish high-quality original research articles, survey papers, and case studies that contribute to the theoretical and practical aspects of computational techniques and methodologies. In a rapidly evolving digital landscape, this journal is a valuable resource for those seeking to push the boundaries of knowledge in computational science.

Journal of Computational Science

Pioneering Research in Computational Methodologies
Publisher: ELSEVIERISSN: 1877-7503Frequency: 9 issues/year

The Journal of Computational Science, published by Elsevier, is a premier academic journal that serves as a vital platform for researchers and professionals in the fields of computer science, modeling, and simulation. With an ISSN of 1877-7503 and an E-ISSN of 1877-7511, this journal focuses on the latest advances in computational methodologies and their applications, fostering interdisciplinary dialogue and collaboration. As of 2023, it holds an impressive Q2 ranking in multiple categories, including Computer Science (miscellaneous), Modeling and Simulation, and Theoretical Computer Science, showcasing its relevance and impact within the scholarly community. The journal features comprehensive research articles, reviews, and case studies that contribute significantly to the understanding and development of computational techniques. With its high standing in Scopus rankings, including a 79th percentile ranking in Mathematics - Modeling and Simulation, the Journal of Computational Science is an essential resource for anyone seeking to advance their knowledge and research in this dynamic field.

JSIAM Letters

Fostering Collaboration in the Mathematical Community
Publisher: JAPAN SOC INDUSTRIAL & APPLIED MATHEMATICS-JSIAMISSN: 1883-0609Frequency: 1 issue/year

JSIAM Letters, with ISSN 1883-0609 and E-ISSN 1883-0617, is an esteemed journal published by the Japan Society of Industrial and Applied Mathematics (JSIAM). Focusing on the latest advancements in the field of industrial and applied mathematics, this journal serves as a vital platform for researchers, professionals, and students to disseminate their findings and exchange innovative ideas. Although it currently does not offer Open Access options, JSIAM Letters maintains a strong reputation for high-quality, peer-reviewed articles that contribute to the growth and application of mathematical techniques in various industrial contexts. With a commitment to fostering collaboration within the mathematical community, JSIAM Letters plays a crucial role in bridging the gap between theoretical research and practical application, making it indispensable for anyone interested in the intersection of math and industry.

Journal of Mathematics and Computer Science-JMCS

Fostering Collaboration for Cutting-Edge Research
Publisher: INT SCIENTIFIC RESEARCH PUBLICATIONSISSN: 2008-949XFrequency: 4 issues/year

Journal of Mathematics and Computer Science (JMCS) is a leading academic journal published by INT SCIENTIFIC RESEARCH PUBLICATIONS, dedicated to advancing research in the interdisciplinary realms of mathematics and computer science. Established with a commitment to open science, JMCS provides a platform for innovative studies and original research, covering topics in computational mathematics, computational mechanics, and various applications of computer science. The journal, indexed in prominent databases, has achieved notable rankings, including Q3 in Computational Mathematics and Q2 in Mathematics (miscellaneous) as of 2023, highlighting its influence and relevance in the academic community. With an emphasis on fostering collaboration among researchers, professionals, and students, JMCS serves as both a resource and a conduit for groundbreaking discoveries. The journal encourages submissions that push the boundaries of knowledge and offers accessible options for sharing your work with the global research community.

Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science

Exploring Innovations in Technical Sciences and Information
Publisher: EDITURA ACAD ROMANEISSN: 1454-9069Frequency: 3 issues/year

Proceedings of the Romanian Academy Series A-Mathematics Physics Technical Sciences Information Science, published by EDITURA ACAD ROMANE, is a noteworthy academic journal that serves as a platform for disseminating original research in the intersecting fields of mathematics, physics, engineering, and computer science. With an ISSN of 1454-9069, this journal not only highlights the vibrant academic contributions from Romania but also attracts international submissions, thus fostering global collaboration. Though it currently does not offer an open-access model, the journal remains indexed in significant databases, reflecting its commitment to quality and scholarly rigor. The journal’s impact can be seen through its rankings, including Q4 in Computer Science, Q3 in Engineering, and Q4 across Mathematics and Physics, as well as its Scopus percentile rankings, which indicate meaningful contributions to these domains. With a converged publication span from 2008 to 2024, it aims to catalyze advancements in technical sciences while enriching the academic discourse among researchers, professionals, and students alike. The journal’s headquarters in Bucharest, Romania, positions it as a key player in the Eastern European academic landscape, making it essential reading for those engaged in cutting-edge research.

Journal of Applied Mathematics & Informatics

Bridging Mathematical Theory and Practical Implementation.
Publisher: KOREAN SOC COMPUTATIONAL & APPLIED MATHEMATICS-KSCAMISSN: 2734-1194Frequency: 3 issues/year

Journal of Applied Mathematics & Informatics is a peer-reviewed academic journal published by the Korean Society of Computational & Applied Mathematics (KSCAM), focusing on the integration and application of mathematical theories and computational techniques across various domains. Established in 2019, this journal serves as a platform for researchers, professionals, and students to share innovative methodologies, practical applications, and theoretical advancements in fields like analysis, applied mathematics, and computational theory. As a Q4 ranked journal according to the 2023 category quartiles in analysis, applied mathematics, computational mathematics, and miscellaneous mathematics, it provides a valuable, albeit niche, contribution to the academic landscape. While the journal currently operates without open access options, it aims to disseminate quality research to foster collaboration and knowledge exchange within the mathematics and computer science communities. Researchers looking to explore emerging trends and methodologies in applied mathematics and informatics will find an essential resource in this journal, which is based in Daejeon, South Korea.