@article{operationalizingserendipitymultiagentaiw, title = {Operationalizing Serendipity: Multi-Agent AI Workflows for Enhanced Materials Characterization with Theory-in-the-Loop}, author = {Lance Yao and Suman Samantray and Ayana Ghosh and Kevin Roccapriore and Libor Kovarik and Sarah Allec and Maxim Ziatdinov}, year = {2025}, eprint = {2508.06569}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.06569}, }