@article{advancingmachinelearningoptimizationofch, title = {Advancing Machine Learning Optimization of Chiral Photonic Metasurface: Comparative Study of Neural Network and Genetic Algorithm Approaches}, author = {Davide Filippozzi and Alexandre Mayer and Nicolas Roy and Wei Fang and Arash Rahimi-Iman}, year = {2025}, eprint = {2512.13656}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.13656}, }