2 papers
cs.AI2026
From Papers to Property Tables: A Priority-Based LLM Workflow for Materials Data Extraction
Koushik Rameshbabu, Jing Luo, Ali Shargh +2
Scientific data are widely dispersed across research articles and are often reported inconsistently across text, tables, and figures, making manual data extraction and aggregation…
cond-mat.mtrl-sci2025
Uncertainty-Aware Machine-Learning Framework for Predicting Dislocation Plasticity and Stress-Strain Response in FCC Alloys
Jing Luo, Yejun Gu, Yanfei Wang +2
Machine learning has significantly advanced the understanding and application of structural materials, with an increasing emphasis on integrating existing data and quantifying unce…