Haonan Huang
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
AI×1Materials Science×1physics.comp-ph×1
Research Timeline
2026
Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
An autonomous research agent is developed to automate end-to-end LLM in high-stakes scientific domains, specifically condensed matter physics, by mapping the corpus, calibrating methodology, conducting computations, and writing a publication-grade manuscript.
Highlighted terms show continued research focus across papers