MDA is a modular multi-agent framework that converts materials science literature PDFs into structured databases by parallel processing of markdown text and figures using sub-agents.
A singlecsv-writersub-agent reads everyinference.txtacross subfolders 1–79
1 Pith paper cite this work. Polarity classification is still indexing.
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cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Material Database Agent: A Multimodal Agentic Framework for Scientific Literature Mining
MDA is a modular multi-agent framework that converts materials science literature PDFs into structured databases by parallel processing of markdown text and figures using sub-agents.