Translate scientific papers with absolute geometric fidelity. Without ever breaking an equation, a column, or a figure.
RockTranslate deconstructs academic PDFs (Elsevier, Springer, Nature, arXiv) with pixel-level precision through a spatial DOM matrix, reinjecting translations without altering the original typography or layout. Operates 100% offline via local models (Ollama) or with your favorite cloud AI engines.
Bridging the global academic inequality gap in scientific research.
The vast majority of high-impact research publications are published exclusively in English. For doctoral researchers, professors, and universities in developing countries — particularly across Sub-Saharan Africa and Cameroon — accessing, translating, and assimilating complex academic literature represents an immense hurdle.
Traditional automated translation workflows often struggle to maintain intricate multi-column layouts, displacing mathematical formulas, table boundaries, and figure alignments.
"Access to scientific knowledge should be universal and seamless. Researchers everywhere deserve tools that preserve the exact layout, equations, and typography of peer-reviewed literature without compromising formatting or accessibility. RockTranslate was built by students to empower global education without borders."
Layout Disruption Challenges
- Text expansion can cause unintentional overlap across figures and captions.
- Mathematical formulas and LaTeX matrices frequently lose their structural alignment.
- Usage quotas and recurring fees can constrain underfunded academic departments.
- Cloud-only pipelines may not suit sensitive or pre-publication research data.
Absolute Vectorial Fidelity
- Spatial DOM matrix decomposition: precise preservation of columns and margins.
- Intelligent isolation of equations, indices, tables, and vector curves.
- 100% Free, open source (MIT license) with no page or volume caps.
- 100% Offline execution via Ollama: your research never leaves your machine.
Real Demonstrations: Before & After
Compare original English scientific publications with their reinjected translations. Inspect the precise alignment of double columns, captions, tables, and typography.
Adopted by Researchers & Universities Worldwide
Discover how doctoral candidates, professors, and laboratory researchers leverage RockTranslate daily for their critical literature reviews.
In Cameroon, our graduate students used to waste countless hours rewriting entire papers by hand because online translators ruined stratigraphic cross-sections and geological tables. RockTranslate translated 42 pages of an Elsevier sedimentary formation study without shifting a single margin. An invaluable asset for our faculty.
Translating deep learning papers into Japanese is notoriously difficult due to vertical expansion and double-byte CJK glyph rendering. RockTranslate's proportional scaling algorithm rendered the equations in 'Attention Is All You Need' and vector figures with absolute perfection.
In molecular pharmacology, shifting a single cell in a dosage table can invalidate an entire experimental trial. Every commercial tool broke our multi-column tables. With RockTranslate, Springer Nature studies are translated into Spanish while strictly honoring the original typographic grid.
German translations typically expand text length by 25 to 30%. On dense Elsevier papers in materials physics, this invariably leads to catastrophic text overlaps. RockTranslate's dynamic micro-kerning and bounding box optimization solves this with surgical precision.
In university hospital environments in Nigeria, internet connectivity can be intermittent and research budgets cannot afford $30 per month per user. Being able to run RockTranslate completely offline with Ollama on our laptops without an external connection has transformed our clinical reviews.
I integrated the RockTranslate Python API into our automated arXiv preprint ingestion pipeline. It batch-processes papers, computes SHA-256 hashes to cache previously analyzed pages, and generates vector-printable PDFs with flawless clarity. Outstanding engineering.
Engineered for Complex Scientific Layouts
A hybrid architecture combining matrix vector decomposition, dynamic typographic adaptation, and a universal AI inference gateway.
Spatial Vectorial DOM Matrix Decomposition
Unlike traditional text extractors that flatten multi-column documents into continuous unformatted streams, RockTranslate harnesses pdf2htmlEX's geometric engine. Every text segment, equation, and figure is mapped with its exact Cartesian matrix coordinates matrix(a, b, c, d, tx, ty).
<div class="t m0 x15 y48 ff1 fs2 fc0 sc0 ws0" style="transform: matrix(1, 0, 0, 1, 142.3, 89.1);">...</div>
100% Offline & Private (Ollama)
Your unpublished thesis manuscripts, pending patent applications, and confidential lab findings never leave your local workstation. Run Llama 4, Mistral, or Qwen directly on your local CPU or GPU.
Dynamic Typographic Kerning & Scaling
When a translated paragraph expands by +25%, RockTranslate dynamically recalibrates horizontal aspect ratios, font sizing, and tracking to ensure no word ever spills over neighboring borders or charts.
Universal AI Model Inference Gateway
Choose your engine based on cost and reasoning requirements: Google Gemini 3.8 Flash / Pro, OpenAI GPT-5.6 Terra, Anthropic Claude 5 Sonnet / Haiku 5, DeepSeek-V4, or any OpenAI-compatible server. Easily switchable with 2 clicks.
SUPPORTED_PROVIDERS = ['gemini', 'anthropic', 'openai', 'deepseek', 'ollama', 'custom_endpoint']
Built for Developers & Research Laboratories
Use the intuitive desktop GUI for daily interactive reviews, or embed the translation engine into your automated document ingestion pipelines via the CLI and native Python API.
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Dedicated Command-Line Interface (CLI): Batch-translate entire directories of academic papers in the background with a single command.
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5-Line Programmatic Python API: Import
RockTranslatordirectly, configure your API keys or local Ollama host, and control your workflows programmatically. -
Lazy Architecture & SHA-256 Caching: Only requested pages are converted. Re-opening papers executes instantly from local disk cache.
Everything You Need to Know
Clear answers for researchers and laboratories regarding document integrity, data security, and open-source licensing.
transform: scaleX(...). Text seamlessly conforms to its allocated spatial slot without colliding with figures or neighboring columns.
Ready to translate scientific papers without breaking their layout?
Download the standalone Windows desktop app or install our lightweight Python package into your research environment.