LQCDMaster: Agentic Scientific Computing for Lattice Quantum Chromodynamics Research

arXiv cs.AI · 6 hours ago

LQCDMaster is an AI agent that converts natural-language physics research requests into executable computational workflows for lattice quantum chromodynamics studies. The system successfully reproduced expert implementations in 63 of 70 benchmark tasks and reduced implementation time from hours to minutes while maintaining numerical accuracy. This lowers barriers for LQCD research by automating workflow generation and enabling exploration of non-standard computational approaches.