Journal profile · Mathematics-Applied Mathematics
Journal of Computational Mathematics and Data Science
ISSN 2772-4158 · Elsevier · Netherlands
Journal of Computational Mathematics and Data Science: fully open access; APC about USD 1,370; review about 213 days (submission to acceptance, publisher); 20 articles in 2025; indexed in Scopus.
Scope
Aims, scope and focus
Journal of Computational Mathematics and Data Science is published by Elsevier. By OpenAlex counts of its recent articles, its largest topics are Neural Networks and Applications, Model Reduction and Neural Networks and Face and Expression Recognition, together about 22.4% of its articles. (generated from OpenAlex topic counts and CAS ranking data)
Journal of Computational Mathematics and Data Science (JCMDS) is a gold open access journal offering authors the opportunity to publish in all areas of computational mathematics and data science.Journal of Computational Mathematics and Data Science publishes high-quality papers (original, reviews, or letters) in all areas of modern computational mathematics. More specifically it publishes papers on the development of numerical methods, their theoretical analysis (convergence, complexity, accuracy, and stability), and their applications in sciences and engineering. The journal publishes also review (survey) papers. For survey papers a prior acceptance from the editor-in-chief is necessary. The emphasis of a review paper must be the presentation of new insights into a topic and not only a presentation of known results.Topics like Algorithmic game theory, Algorithmic information theory, Computational algebraic geometry, Computational complexity, Computational finance, Computational fluid dynamics, Computational Fractal Geometry, Computational linguistics, Computational number theory, Computational optimization, Computational science, Computational statistics, Computational topology, Computer algebra, and computer algebra systems, Computer simulation, Computing in biology and medicine, Control systems, Cryptography, Image processing, Machine learning and data mining, Mathematical economics, Numerical linear algebra, Numerical methods for PDEs, Operations research, Symbolic computing, and computer algebra are covered by the journal.Journal of Computational Mathematics and Data Science welcomes two types of papers:A) Full research papersB) Microarticles: short papers, no more than 6 pages. They may consist of a single, but well-presented piece of information, such as:Data and/or a plot plus a descriptionDescription of a new numerical/computational method or instrumentationConcept or design studyThis article type will allow the Computational Mathematics community to publish snippets of research that have not matured into a complete study and that have not found a publication home yet.All submitted manuscripts are fully peer-reviewed and after acceptance, a publication fee is charged to cover all editorial, production, and archiving costs. Accepted papers are freely accessible to anyone.
From the journal's Aims & Scope
Research area (LetPub): Mathematics-Applied Mathematics
Editorial board by country: 9 in mainland China (about 20%); most named Italy 13, Mainland China 9, Brazil 6, Greece 4, United States 2 (44 members with a country) Editorial board ↗Publisher website ·
Main research topics OpenAlex counts of recent articles; shares are approximate
- Neural Networks and ApplicationsComputer Science8.6%
- Model Reduction and Neural NetworksPhysics and Astronomy7.8%
- Face and Expression RecognitionComputer Science6%
- Nanofluid Flow and Heat TransferEngineering4.3%
- Advanced Numerical Methods in Computational MathematicsEngineering4.3%
- Statistical Distribution Estimation and ApplicationsMathematics4.3%
- Numerical methods for differential equationsMathematics4.3%
- Topological and Geometric Data AnalysisComputer Science4.3%
Rankings & indexing
CAS ranking and database indexing
CAS Journal Ranking
CAS Journal Ranking, upgraded edition (March 2025)Not covered
Not covered by this edition.
CAS Xinrui Journal Ranking (March 2026)Not covered
Not covered by this edition.
CAS Journal Ranking, previous upgraded edition (December 2023)Not covered
Not covered by this edition.
CiteScore quartiles (Scopus, June 2026 release)
| Subject | Quartile | Rank | Percentile |
|---|---|---|---|
| Applied Mathematics | Q1 | 47/680 | 93rd |
| Computational Mathematics | Q1 | 18/212 | 91st |
| Computer Science Applications | Q1 | 234/1022 | 77th |
| Artificial Intelligence | Q2 | 146/570 | 74th |
Scopus ranks journals by CiteScore within each subject: the 75th percentile and above is Q1, then a quartile every 25 points. A different system from the CAS zones.LetPub
Database indexing
ScopusDOAJLetPub
International journal early-warning lists: not listed in any editionLetPub
Editions, and major and minor categories, are shown separately and never merged into one zone; check which edition your institution uses before you submit or report.
Metrics
Impact metrics and publication volume
Impact
- CiteScore 2026-06
- 7.3LetPub ·
- CiteScore (publisher)
- 7.3Publisher website ·
- SJR 2026-06
- 0.51LetPub ·
- SNIP 2026-06
- 1.09LetPub ·
- h-index
- 17OpenAlex ·
- i10-index
- 26OpenAlex ·
- 2-year mean citedness
- 4.11OpenAlex ·
- Share of gold OA articles
- 0%LetPub ·
Articles by year OpenAlex count · 99 in total · the current year is incomplete
| Year | Articles | Open access | Citations |
|---|---|---|---|
| 2026 | 10 | 10 | 210 |
| 2025 | 20 | 20 | 267 |
| 2024 | 16 | 16 | 207 |
| 2023 | 13 | 13 | 153 |
| 2022 | 31 | 31 | 49 |
| 2021 | 9 | 9 | 2 |
Sources count differently and were observed at different times, so each source's own value is kept; "publisher" marks figures from the journal's website.
Review & acceptance
Review time and acceptance
Publisher-reported review time from the journal's website
213 dayssubmission to acceptance · community reports about 13 weeks
The publisher's own definition applies; dates from this journal's articles in the last 24 months are not available yet, so the publisher's figure is used.
Figures by source
- Average review time (community reports)
- about 13 weeksLetPub ·
- Submission to first decision
- 6 daysPublisher website ·
- First decision after review
- 96 daysPublisher website ·
- Submission to acceptance
- 213 daysPublisher website ·
- Acceptance to publication
- 7 daysPublisher website ·
- Submission to publication (journal-reported)
- about 32 weeksDOAJ ·
- Peer review
- Single anonymous peer reviewDOAJ
Community reports come from authors' own submissions (confidence 0.5) and are not a promise from the journal; for publisher figures, the journal's own definitions apply.
Fees & open access
APC and open-access policy
Fully open accessDOAJ
Every article is open access; authors usually pay an article processing charge (APC).
| Source | APC | Fee waiver | License | Observed |
|---|---|---|---|---|
| DOAJ | USD 1,370 | Yes | CC BY, CC BY-NC, CC BY-NC-ND | |
| OpenAlex | USD 1,070 / EUR 1,000 / GBP 860 / JPY 132,710 | — | — | |
| LetPub | USD 1,000 | Yes | — | |
| Publisher website | USD 1,370 | — | — |
Other charges and waivers (author guidelines)
- Other fees
- Charged; see the journal's website for the amount
- Page charges
- Charged; see the journal's website for the amount
- Submission fee
- Charged; see the journal's website for the amount
The journal's website is authoritative for fees; sources were observed at different times and each keeps its own value, without averaging.
Submission
Article types and submission policies (journal website)
What to prepare4 items from the author guidelines
- Abstract
- ≤ 250 words
- Suggested reviewers
- Required
- Graphical abstract
- Required
- Cover letter
- Required
Article types accepted5
- full research paperJournal of Computational Mathematics and Data Science welcomes two types of papers:Full research papers;Microarticles: short papers, no more than 6 pages. They …Length not stated
- full research papersJournal of Computational Mathematics and Data Science welcomes two types of papers: Full research papers; Microarticles: short papers, no more than 6 pages.Length not stated
- microarticlesMicroarticles: short papers, no more than 6 pages.Length not stated
- review articleJournal of Computational Mathematics and Data Science welcomes two types of papers:Full research papers;Microarticles: short papers, no more than 6 pages. They …Length not stated
- review articlesThe Journal also considers review articles. The review article should be no longer than 25 manuscript pages.Length not stated
Policy excerpts from the journal's websiteAI use, Authorship, Conflicts of interest, License & copyright, Open access, Peer review, Preprints
- AI use Declaration of generative AI use
Authors must declare the use of generative AI tools in the manuscript preparation process upon submission of the paper.Generative AI and AI-assisted technologies (“AI tools”) have been rapidly adopted in research and scholarly publishing, offering significant benefits while requiring clear standards for responsible and transparent use.Authors preparing a manuscript for this journal may use AI tool…
Source ↗Publisher website ·- Authorship Group authorship
Group authorship refers to the attribution of an article to a defined and named group of authors whose members have contributed to the work. Examples include research consortia, clinical trial groups, collaborative networks, task forces or working groups, expert panels or consensus groups, and participatory research groups. Group authorship must be declared on the title page at submission. When av…
Source ↗Publisher website ·- Conflicts of interest Declaration of competing interests
All authors must disclose any financial and personal relationships with other people or organizations that could inappropriately influence or bias their work. Examples of potential competing interests include:EmploymentConsultanciesStock ownershipHonorariaPaid expert testimonyPatent applications or registrationsGrants or any other fundingAffiliation with the journal as an Editor or Advisory Board …
Source ↗Publisher website ·- License & copyright License options
Authors will be offered open access user license options which will determine how you, and third parties, can reuse your open access article. We advise that you review these options and any funding body license requirements before selecting a license option.
Source ↗Publisher website ·- Open access Open access
We refer you to our open access information page to learn about open access options for this journal.
Source ↗Publisher website ·- Peer review Peer review
Single anonymized review process Model summary
This journal follows a single anonymized review process. Your submission will initially be assessed by our editors. If your submission is deemed suitable, it will typically be sent to be reviewed by a minimum of two reviewers for an independent expert assessment of the scientific quality. The decision as to whether your article is accepted or rejected for publication will be made by our editors.Re…
Source ↗Publisher website ·- Preprints Preprints
Preprint sharing allowed Model summary
Preprint sharingAuthors may share preprints in line with Elsevier's article sharing policy. Sharing preprints, such as on a preprint server, will not count as prior publication.We advise you to read our policy on multiple, redundant or concurrent publication.
Source ↗Publisher website ·
Excerpts are quoted from the journal's website; "model summary" lines are written by Workers AI and checked against the text. The journal's website is authoritative.
Profile
Publication details and official links
- Publisher
- Elsevier
- Country or region
- Netherlands
- Language
- English
- ISSN
- 2772-4158
- Official links
- Journal homepage ↗DOAJ
- Submission system ↗Publisher website
- Author guidelines ↗DOAJ
- Aims & Scope ↗DOAJ
- Special issues ↗Publisher website
- APC information ↗DOAJ
- Fee waivers ↗DOAJ
- Open access statement ↗DOAJ
- License & copyright ↗DOAJ
- Peer review process ↗DOAJ
- Editorial board ↗DOAJ
- Plagiarism policy ↗DOAJ
FAQ
Frequently asked questions about Journal of Computational Mathematics and Data Science
How long does peer review take at Journal of Computational Mathematics and Data Science?
The publisher reports about 213 days (submission to acceptance); authors report an average review time of about 13 weeks. Article statistics cover accepted papers only, publisher figures follow the journal's own definitions, and community reports come from authors' own submissions; none is a promise from the journal.
What are the manuscript requirements of Journal of Computational Mathematics and Data Science?
According to the journal's author guidelines: Abstract: ≤ 250 words; Suggested reviewers: Required; Graphical abstract: Required; Cover letter: Required. A model extracted these from the author guidelines and each was checked against the text; check the latest version on the journal's website before submitting.
Where are the editorial board members of Journal of Computational Mathematics and Data Science based?
Of the 44 board members whose country the journal's board page names, 9 (about 20%) are in mainland China; the countries named most often are Italy (13), Mainland China (9) and Brazil (6). Counted from the institutions listed on the board page; for reference only.
Which databases index Journal of Computational Mathematics and Data Science?
According to LetPub and DOAJ records, Journal of Computational Mathematics and Data Science is indexed in Scopus and DOAJ.
Is Journal of Computational Mathematics and Data Science open access, and what is the APC?
Journal of Computational Mathematics and Data Science is a fully open-access journal. APC about USD 1,370.
Sources and updates
The facts on this page come from LetPub, Publisher website, OpenAlex, DOAJ; every figure is tagged with its source and the date it was observed, and conflicting values are kept per source. LetPub source page: view ↗ (archived 2026-08-24). Last updated: .