A three-tier LLM pipeline extracts shot-level shock-physics data by direct text/table lookup, physics derivations, and figure digitization, reaching 94.69% weighted accuracy across 30 papers and 11,967 points.
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From Papers to Property Tables: A Priority-Based LLM Workflow for Materials Data Extraction
A three-tier LLM pipeline extracts shot-level shock-physics data by direct text/table lookup, physics derivations, and figure digitization, reaching 94.69% weighted accuracy across 30 papers and 11,967 points.