SteelAgent pairs LLM orchestration with physics to improve steel property prediction

A new arXiv paper introduces SteelAgent, an LLM-orchestrated, physics-informed framework for steel property prediction that addresses poor extrapolation to unfamiliar alloys and adds audited generalization and calibrated uncertainty.

Read the full story at arXiv cs.LG ↗

Timeline · 1 report

1. 2026-11-06 05:00 · arXiv cs.LG
   SteelAgent: LLM-Orchestrated, Physics-Informed Steel Property Prediction with Audited Generalization and Calibrated Uncertainty