@article{supervisedmachinelearningmethodswithunce, title = {Supervised Machine Learning Methods with Uncertainty Quantification for Exoplanet Atmospheric Retrievals from Transmission Spectroscopy}, author = {Roy T. Forestano and Konstantin T. Matchev and Katia Matcheva and Eyup B. Unlu}, year = {2025}, eprint = {2508.04982}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.04982}, }