@article{traininghybridneuralnetworkswith, title = {Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins}, author = {Ilker Oguz and Louis J. E. Suter and Jih-Liang Hsieh and Mustafa Yıldırım and Niyazi Ulas Dinc and Christophe Moser and Demetri Psaltis}, year = {2025}, eprint = {2501.07991}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.07991v1}, }