@article{physicsgroundedmultiagentarchitecturefor, title = {Physics-Grounded Multi-Agent Architecture for Traceable, Risk-Aware Human-AI Decision Support in Manufacturing}, author = {Danny Hoang and Ryan Matthiessen and Christopher Miller and Nasir Mannan and Ruby ElKharboutly and David Gorsich and Matthew P. Castanier and Farhad Imani}, year = {2026}, eprint = {2605.04003}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.04003}, }