Ling-Gang Zhu

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Jian Zhou (1)Zhi-Mei Sun (1)

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Sep 29, 2026

Ling-Gang Zhu +22w ago

From Automated Simulation to Autonomous Discovery: A Hierarchical Framework for Agentic Computational Materials Science

Autonomous scientific discovery finally gets its own SAE-style grading scale, mapping LLM agents across six distinct operational tiers from basic scripted executors to self-extending intelligence.

Ling-Gang Zhu, Jian Zhou, Zhi-Mei Sun

Ling-Gang Zhu

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Ling-Gang Zhu

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)