@article{realtimesurrogatemodelingforfasttransien, title = {Real-Time Surrogate Modeling for Fast Transient Prediction in Inverter-Based Microgrids Using CNN and LightGBM}, author = {Osasumwen Cedric Ogiesoba-Eguakun and Kaveh Ashenayi and Suman Rath}, year = {2026}, eprint = {2603.29255}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.29255}, }