Journal hosting · TeX and PDF to XML/HTML · Production · Indexing advisory

Your journal, on the platform a publisher built for its own.

Global Science Analytics hosts, converts, produces and advises mathematics and computational-science journals. We built this platform to run Global Science Press's 33 titles. Now we run it for yours — with a LaTeX-native pipeline that turns author source into full-text HTML, JATS XML, and answers that AI assistants can cite.

Request a proposal Open a converted article ↗

The example article is open access — no login, no paywall. Read the full text, the figures tab and the references exactly as a reader does.

Input · author sourcemanuscript.tex · journal class bound once

% Author submission, unchanged\documentclass{cicp}\begin{document}\section{Governing equations}We consider the incompressible Navier--Stokesequations on $\Omega \subset \mathbb{R}^2$:\begin{equation}\label{eq:ns}  \partial_t \mathbf{u} + (\mathbf{u}\cdot\nabla)\mathbf{u}  = -\nabla p + \nu \Delta \mathbf{u} + \mathbf{f},  \qquad \nabla\cdot\mathbf{u} = 0 .\end{equation}The scheme in \cite{Chorin1968} is applied as inFig.~\ref{fig:vortex}.

LaTeXML XML masterderived outputs

1. Governing equations

We consider the incompressible Navier–Stokes equations on $Ω \subset ℝ^{2}$ :

\partial_{t} 𝐮 + (𝐮 \cdot \nabla) 𝐮 = - \nabla p + ν Δ 𝐮 + 𝐟, \nabla \cdot 𝐮 = 0 .

(1.1)

The scheme in [3] is applied as in Fig. 4.

Native MathML, cross-references resolved, figures externalised and cached, citations linked to Crossref. Indexed by Google Scholar.

<sec id="S1">
  <title>Governing equations</title>
  <p>We consider the incompressible Navier–Stokes equations on
    <inline-formula><tex-math>\Omega \subset \mathbb{R}^2</tex-math></inline-formula>:
    <disp-formula id="eq:ns"><label>(1.1)</label>
      <tex-math>\partial_t \mathbf{u} + (\mathbf{u}\cdot\nabla)\mathbf{u}
        = -\nabla p + \nu \Delta \mathbf{u} + \mathbf{f}, \qquad
        \nabla\cdot\mathbf{u} = 0 .</tex-math>
    </disp-formula>
    The scheme in <xref ref-type="bibr" rid="Chorin1968">[3]</xref>
    is applied as in <xref ref-type="fig" rid="fig:vortex">Fig. 4</xref>.
  </p>
</sec>

Full-text JATS with the original TeX preserved verbatim — the format Web of Science, Scopus, PubMed Central and ResearchGate ingest.

Flagship client

Global Science Press runs all 33 of its journals here.

Figures from the live platform, September 2026.

33journals hosted

12,549published articles

9,965DOIs registered with Crossref

277subscribing institutions

119author countries

1983earliest volume served

Six ways to work with us

Start with a single article. Move a whole journal when you're ready.

Conversion

TeX & PDF to XML and HTML

Send author LaTeX or a print PDF; receive a JATS XML master, reader-ready HTML full text with native MathML, and figures checked against the print page. Priced per article, with a fixed price per back-catalogue volume.

LaTeX source, or PDF-only archives via OCR
Your journal's document class bound once, then automatic
Native MathML — no images of equations
Figure panels, tables and algorithms measured against the print PDF
Full-text JATS for indexers and aggregators
Every article reviewed on a real reader page before delivery

For any publisher or society with a LaTeX-heavy archive that indexers keep asking for XML on.

Hosting

Platform hosting

Your journal on our reader and submissions platform, under your domain and branding, with the library-facing plumbing already done: DOI deposit, COUNTER R5.1 usage reporting, KBART and MARC records, institutional access, and pay-per-view. We migrate you from any platform — OJS, Scholastica, Editorial Manager, ScholarOne, a commercial publisher's export, or a bespoke site — as part of the service.

Server-rendered reader site indexed by Google Scholar
Submissions and peer review, English and Chinese
Crossref DOI minting, deposit and health monitoring
IP-range, EZproxy and CARSI campus access
COUNTER R5.1 reports with a SUSHI endpoint for libraries
Card payments for single articles via Stripe
KBART title lists and MARC records for discovery systems
Syndication to ResearchGate; new-issue email alerts

For journals with their own editorial team that want to stop maintaining infrastructure.

Production

Operated production

Everything in hosting, plus we run production: accepted manuscript in, published article out. Conversion, DOI deposit, issue assembly, indexing exports and announcements — handled by our production team on the same pipeline that runs our own titles.

Accepted-manuscript to published-article turnaround
Reference checking and Crossref linking
Issue and Online First assembly with a publish checklist
Web of Science and Clarivate export packages
Indexing paperwork support
Monthly usage and citation reporting to the editor-in-chief

For societies and institutes currently paying a managing editor and a typesetting vendor.

Advisory

Journal growth & indexing advisory

The questions every editor eventually asks — how do we get indexed, where do our next authors come from, is the board right, which special issues would work — answered with data rather than opinion. We run the same analyses on your journal that we run on our own.

SCIE / ESCI and Scopus readiness audit, then the applications themselves
Author prospecting: who publishes your kind of paper in competing journals, by institution and country, from public bibliographic data
Editorial board development: gaps by subfield and geography, candidate shortlists
Special-issue programme design and guest-editor sourcing
Reviewer sourcing from a directory of 2.6 million researchers
Benchmarking: citation pace, impact-factor trajectory, competitor comparison
DOI programme, DOAJ, MathSciNet and zbMATH listings; Crossref sponsorship for small titles
New-journal launch: ISSN, DOI prefix, policies, board, first call for papers

For editors and societies who want a publisher's playbook applied to their journal, not a consultant's slide deck.

Author services

Help for your authors

Offered under your journal's name, so authors get a better manuscript and editors get a cleaner submission. Bilingual team; LaTeX-native.

English language editing and copyediting, including Chinese-to-English support
LaTeX formatting to the journal template; document-class and macro clean-up
Reference checking, DOI matching and bibliography formatting
Figure preparation for print and for the HTML reader
ORCID and institution (ROR) hygiene for correct attribution and indexing
Plain-language summaries and promotion via issue alerts and ResearchGate

For journals whose authors write in a second language or fight with LaTeX — which, in mathematics, is most of them.

Launch fast

Weeks, not quarters.

Because the platform already runs 33 journals, a new one is configuration, not a project. Four new titles went live on it in 2025 alone.

5 working daysTrial conversion of your hardest article, returned on a real reader page

2–4 weeksJournal migration from any platform, including archive, DOIs, subscribers and redirects

4–6 weeksNew journal launch: ISSN, DOI prefix, site, submissions, first call for papers

Per volumeBack-catalogue conversion scheduled and priced by volume, delivered as each completes

Typical timelines once we have your files and decisions; we confirm dates in the proposal.

Inside the platform

What editors and readers actually see.

Real screens from the platform as it runs today — the reader on the left, the editor's tools on the right. Click any screen to enlarge.

What readers see — live on global-sci.com

Article full-text reader showing an introduction with a rendered display equation, table of contents rail and article metrics — **Full-text reader**Equations as native MathML, an in-article outline, metrics and cited-by from Crossref. This is the open-access example article.

Article landing page with title, authors with ORCID, DOI, download, save, cite and share actions, abstract and metrics — **Article landing page**Authors with ORCID, DOI, Download / Save / Cite / Share, institutional-access status, structured data for Google Scholar.

Journal home page with cover, editors, impact factor and CiteScore, submit manuscript button, aims and scope, current issue — **Journal home**Cover, editors, metrics, indexing badges, current issue, Most Read / Most Downloaded / Most Cited tabs.

Editorial board masthead with journal banner, editor-in-chief and managing editors with photos and affiliations — **Editorial board**Masthead with photos, affiliations, ORCID and email — sections ordered per journal from the admin.

Publisher portfolio page listing journals with filters for open access, SCI-indexed, Scopus and MathSciNet — **Publisher portfolio**Your journals in one place, filterable by indexing status, open access and subject.

What editors and operators see — the admin

Static pages CMS listing default pages such as About, Guide for Authors and policies, with per-journal overrides — **Content pages**Publisher-wide defaults — policies, Guide for Authors, About — with per-journal overrides. Edit once, every journal inherits.

Journal settings table with publishing mode, payments, article and issue fees, currency and ISSNs per journal — **Journal settings**Publishing mode, pricing, ISSNs and payment toggles per journal — open access, subscription or hybrid.

Issue management list with published, current, unpublished and forthcoming states for a journal — **Issues and Online First**Issue lifecycle with a server-enforced publish checklist, so nothing goes live with a missing DOI or wrong PDF.

DOI register with registered, submitted, error and stale statuses, metadata completeness bars and Crossref lookup — **DOI register**Deposit state, metadata completeness (references, abstract, licence, ORCID, ROR), one-click re-deposit.

Citation analysis and indexing readiness page showing automated checks against Web of Science criteria — **Indexing readiness**Automated checks against Clarivate's criteria plus citation activity — the view behind our advisory service.

Redirect manager with a form to add a permanent redirect and a table of existing redirects, plus a 404 log tab — **Redirects and 404 log**Every legacy URL from your old platform kept alive — the 404 log turns dead links into redirects in one click.

Article MCP Pilot

Let readers ask your journal a question.

Because we keep the XML master, every converted article is machine-readable down to the equation. We expose that through an MCP server — the open standard AI assistants use to read tools — so a researcher can connect Claude, ChatGPT or their editor to your journal and get answers that cite the section, the equation number and the DOI.

What a reader can ask, once connected:

"Which papers in this journal since 2023 use immersed-boundary methods for two-phase flow?"

"Give me the exact statement of Theorem 3.2 in this article, with its assumptions."

"What boundary conditions does the scheme in Section 4 assume? Quote the equation."

"List every article that cites this one, with the sentence where the citation appears."

Access respects your access model: open-access articles answer anyone, subscription content answers entitled readers only. Every answer links back to the article page, so discovery becomes traffic.

https://<your-journal>/api/public/mcp · tools: search · outline · section · equation · table · figure · references

Example sessionassistant connected to CSIAM Trans. Appl. Math.

Reader

What equation does Li and Zhao's explicit multistep-scheme paper solve, and what convergence order do they prove?

→ search("explicit multistep scheme Li Zhao") · outline(article 24395) · section(§1) · equation(1.1)

Assistant

They solve the forward–backward stochastic differential equation (1.1),

Y_{t} = φ (X_{T}) + \int_{t}^{T} f (s, X_{s}, Y_{s}, Z_{s}) d s - \int_{t}^{T} Z_{s} d W_{s}

on a filtered probability space, and prove optimal k-th order convergence for 1 ≤ k ≤ 6, avoiding the conditional expectations that earlier explicit multistep schemes needed.

Source: §1, eq. (1.1) and abstract · doi:10.4208/csiam-am.SO-2025-0092 · open access

AI, where it earns its place

Machines do the repetitive work. A person signs off.

We are candid about what is in production, what is in pilot with our own journals, and what is on the roadmap. Nothing on this list writes to a reader-facing page without a human approving it.

Manuscript intake

Live

Title, authors, affiliations (matched to ROR), keywords and references extracted from the PDF or LaTeX at submission, with a rules-based fallback when the model is unsure.

PDF-only archives

Live

Older volumes with no source are recovered to LaTeX by mathematical OCR before conversion, so a scanned back-catalogue can still become XML.

Conversion QA agent

Live

Problems reported on a converted article are triaged automatically — per-paper fix or converter-wide defect — and proposed to a human reviewer, never applied silently.

Curated issue alerts

Live

New-issue emails to subscribers with a machine-drafted digest of the issue, edited and sent by the journal's team.

Operations assistant

Live

Editors and operators ask the platform questions in plain language — "which DOIs failed this week?", "what is holding issue 41(3)?" — and get answers from the live data.

Article MCP

Pilot

The reader-facing question-answering above, piloted on our own computational-physics articles and checked answer-by-answer against the print PDF.

Reviewer matching

Pilot

A manuscript's title and abstract ranked against a directory of 2.6 million researchers, with same-institution conflicts flagged, for the editor to choose from.

Copyediting suggestions

Roadmap

Proposed corrections learned from a journal's own past proof edits, presented as tracked suggestions for the copyeditor to accept or reject.

Why this matters commercially: automation is how we price an operated journal at software prices rather than typesetting-vendor prices. It is not what you are buying — the published, indexed, discoverable article is.

AI agents, built for your journal

Small agents for the jobs nobody has time for.

An agent is a piece of software that watches one thing, does the routine part, and hands a person the decision. We run several on our own journals. Tell us the chore, and we build one for yours.

Reader-support agent Live for us

Reads incoming access and subscription emails, looks up the article and the institution, and drafts the reply. A person reads it and presses send.

For: the managing editor's inbox

Reviewer finder Pilot

Takes a new submission's title and abstract, returns a ranked shortlist of reviewers with conflicts flagged, and drafts the invitations.

For: handling editors

Indexing watchdog Live for us

Checks Web of Science coverage and citation pace every day and posts to Slack or WeChat only when something drifts.

For: the editor-in-chief

Author-outreach agent

Finds who publishes your kind of paper in competing journals, then drafts a personalised special-issue invitation for the guest editor to send.

For: special-issue editors

Production status agent Live for us

Editors ask "where is manuscript 2025-0092?" in chat and get the answer from live data — stage, owner, days waiting.

For: anyone who is tired of asking

Conversion QA agent Live for us

Triages problems readers report on a converted article into "fix this paper" or "fix the pipeline", and proposes the fix for review.

For: production

Every agent drafts; a person approves. None of them sends an email, changes a record or publishes a page on its own. Custom builds start from a one-page brief — what it watches, what it does, who signs off — and most are scoped within a week.

Describe the chore

How conversion works

An XML-first pipeline, checked against the printed page.

The XML is the master. HTML and JATS are derived from it, so the two never disagree — and every figure, panel and table is measured against the print PDF before a human signs it off.

Intake

LaTeX source archive, or print PDF recovered through OCR for older volumes.

Class binding

Your journal's document class and macros bound once; every later article converts unattended.

XML master

LaTeXML produces the canonical XML with the original TeX preserved for every formula.

Derived outputs

Reader HTML with native MathML; full-text JATS; externalised, cacheable figures.

Print check

Figure geometry, panel grids, tables and algorithm blocks measured against the PDF page.

Automated gate

Human review

A reviewer reads the article on the real reader page, not a proof, and files anything off.

Sign-off

Delivery

Published on the platform, or delivered as XML, HTML and assets for your own site.

What's included

Hosted versus Operated, line by line.

Capability	Hosted	Operated
Reader platform
Your domain and branding	Included	Included
Server-rendered pages, Google Scholar indexing	Included	Included
Full-text HTML reader with MathML	Included	Included
PDF viewer with same-origin streaming	Included	Included
Article MCP endpoint for AI assistants	On request (pilot)	On request (pilot)
Access and revenue
Open access, subscription or hybrid per journal	Included	Included
Institutional access: IP ranges, EZproxy, CARSI	Included	Included
Read & Publish agreement handling	Included	Included
Pay-per-view via Stripe	Included	Included
Libraries and discovery
COUNTER R5.1 reports and SUSHI endpoint	Included	Included
KBART title lists and MARC records	Included	Included
Crossref DOI deposit, monitoring, re-deposit	Included	Included
ResearchGate syndication	Included	Included
Editorial and production
Submissions and peer review (EN / ZH)	Included	Included
Migration from any platform	Included	Included
TeX / PDF to XML and HTML conversion	Per article	Included
Reference checking and Crossref linking	—	Included
Issue and Online First assembly	Your team	Our team
Web of Science / Clarivate export packages	—	Included
Indexing readiness audit	Advisory	Included annually
Monthly usage and citation report	Dashboard	Prepared for the editor

Who this is for

Journals whose authors write in LaTeX.

Society and university journals on OJS

Editorial board in place, infrastructure held together by one person. You want DOIs, COUNTER and a reader site that Google Scholar indexes — without running servers.

Publishers with a LaTeX back-catalogue

Decades of PDFs and no XML. Indexers and aggregators are asking for JATS; you need it done accurately, at archive scale, at a fixed price per volume.

New English-language journals in China

Launching under the Excellence Action Plan and need international-standard infrastructure from day one — with bilingual submissions and CARSI campus access built in.

Editors chasing indexing

You have the content and the board; what you lack is someone who has taken a journal into SCIE and Scopus before and can show you exactly where you stand.

Ownership

You own everything. Leaving is easy.

A new dependency is the thing a society fears most. So we make it simple to take your journal elsewhere — which is exactly why you can trust bringing it here.

Your ISSN: Stays yours. We never hold the registration.
Your DOIs: Deposited under your prefix or a transferable arrangement — never locked to ours.
Your content: Full-text JATS, PDF, images and metadata exportable at any time, in standard formats.
Your subscribers: Institution lists and usage history exported on request, in COUNTER format.
Your editorial independence: A contractual no-solicit clause: we will not approach a hosted journal about a publishing contract unless you ask.

Why journals switch

The same work, done by people who publish for a living.

A fair comparison of the three ways a society or university journal is usually run. The last column is the one we can point at, live.

What you need	Self-hosted OJS + typesetting vendor	Large commercial platform	Global Science Analytics
XML and HTML full text	Vendor fee per page; HTML often not offered	Yes, at enterprise pricing	Native — XML-first from the author's LaTeX, MathML in the reader
Library plumbing: COUNTER, KBART, IP access	Assembled and maintained by you	Yes	Included, serving 277 subscribing institutions today
Indexing readiness	On your own	Not their job	Audited against Clarivate's criteria; we have taken our own titles into SCIE
Finding your next authors	—	—	Author prospecting from public bibliographic data, by field and institution
AI discovery	—	Not yet	Article MCP, in pilot on our own journals
Migration	Your IT department's spare time	An onboarding programme, typically months	2–4 weeks from any source, legacy URLs kept alive
Leaving	Export what you can	Contract exit terms	Everything exportable; ISSN and DOIs remain yours; no-solicit clause
What it costs	Per-page fees plus a salary's worth of staff time	Enterprise contract	A flat annual price per journal — ask for a proposal

Try us at our risk

The only thing you risk is five working days.

We would rather show you than tell you. Nothing below asks you to commit to anything.

A free conversion of your hardest article

Pick the manuscript that broke your last typesetter. We return it converted, on a real reader page, within five working days. Keep the files whatever you decide.

A fixed quote and a migration plan before you sign

We inventory your archive, DOIs, subscribers and URLs first, then quote. No per-page surprises, no scope creep.

Everything stays yours

Your ISSN, your DOIs, full JATS and PDF export at any time, and a written promise never to approach your journal about a publishing contract unless you ask.

Send us your hardest paper See what it will look like ↗

Request a proposal

Send us your hardest paper.

The fastest way to evaluate us is to see your own article converted. Tell us about the journal and link one manuscript — the one with the worst figures, the deepest macros, the longest tables. We'll return it converted, on a real reader page, within five working days.