From Papers to Property Tables: A Priority-Based LLM Workflow for Materials Data Extraction. - Koushik Rameshbabu; Jing Luo; Ali Shargh; Khalid A. El-Awady; Jaafar A El-Awady (CoRR, 2026)

Can Coding Agents Reproduce Findings in Computational Materials Science? - Ziyang Huang; Yi Cao; Ali Shargh; Jing Luo; Ruidong Mei; Mohd Zaki; Zhan Liu; Wyatt Bunstine; William Jurayj; Somdatta Goswami; Tyrel McQueen; Michael D. Shields; et al. (CoRR, 2026)