@article{toagentsamultiagentaipipelineforpreferen, title = {TO-Agents: A Multi-Agent AI Pipeline for Preference-Guided Topology Optimization}, author = {Isabella A. Stewart and Hongrui Chen and Faez Ahmed}, year = {2026}, eprint = {2605.21622}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21622}, }