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20242026
most citedAutomated Extraction of Material Properties using LLM-based AI Agents

6 citations · 9 across the 4 of their papers we have counts for

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cs.CV2026

MatMMExtract: An Open-Source Pipeline for Panel-Level Extraction of Grounded Image-Text Pairs from Materials Science Literature

Subham Ghosh, Shubham Tiwari, Mohammad Ibrahim +1

The materials science literature encodes decades of experimental knowledge in figures, yet this visual record remains locked away and inaccessible to AI at scale. The core difficul…