@article{geniusanagenticaiframeworkforautonomousd, title = {GENIUS: An Agentic AI Framework for Autonomous Design and Execution of Simulation Protocols}, author = {Mohammad Soleymanibrojeni and Roland Aydin and Diego Guedes-Sobrinho and Alexandre C. Dias and Maurício J. Piotrowski and Wolfgang Wenzel and Celso Ricardo Caldeira Rêgo}, year = {2025}, eprint = {2512.06404}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.06404}, }