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PaperMatrix AI Literature Survey Engine
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Zero Prompt Engineering • Instant Synthesis

Convert Research Papers into Structured Literature Reviews

Extract methodology, problem statements, core findings, limitations, and future scope directly into an academic matrix. Exportable to LaTeX and Excel.

Drop research paper PDFs here (Batch supported), or browse

Accepts IEEE, ACM, arXiv, or Nature format • Max 15MB per file

Frequently Asked Questions

Everything you need to know about the synthesis engine

How does PaperMatrix AI extract information accurately?

We extract text sections using PyMuPDF and analyze targeted segments with high-throughput LLMs (Groq Llama-3.3-70b). Rather than guessing, the pipeline strictly adheres to structured schema constraints for Problem Statements, Methodologies, and Findings.

What paper formats and sizes are supported?

Standard academic PDF formats including IEEE, ACM, Springer, arXiv, and Elsevier publications up to 15MB are fully supported.

How does the free credit quota work?

Every device receives 3 free document extractions every 24 hours. The quota tracks anonymous browser hardware fingerprints and resets daily at 00:00 UTC.

Can I export data directly to my thesis or LaTeX document?

Yes. You can export clean .xlsx files for quantitative tracking or grab ready-to-compile LaTeX table environments formatted with clean column wraps.