@article{systematicsamplingandvalidationofmachine, title = {Navigating the Noise: Bringing Clarity to ML Parameterization Design with O(100) Ensembles}, author = {Jerry Lin and Sungduk Yu and Liran Peng and Tom Beucler and Eliot Wong-Toi and Zeyuan Hu and Pierre Gentine and Margarita Geleta and Mike Pritchard}, year = {2023}, eprint = {2309.16177}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2309.16177v3}, }