@article{unlockinglatentdimensionsexploringrepres, title = {Unlocking Latent Dimensions: Exploring Representations of Large-Scale X-ray Scattering Data using Variational Autoencoders}, author = {Monika Choudhary and Xiaoya Chong and Runbo Jiang and Wiebke Koepp and Petrus H. Zwart and Damon English and Gregory M. Su and Eric Schaible and Chenhui Zhu and Mostafa Nassr and Noah P. Wamble and Kelvin Kam-Yun Li and Jonathan M. Chan and Jose Carlos Diaz and Cameron McKay and Lynn Katz and Benny Freeman and Guillaume Freychet and Yevgen Matviychuk and Eliot Gann and Daniel B. Allan and Benedikt Sochor and Frank Schluenzen and Stephan V. Roth and Ethan Crumlin and Dylan McReynolds and Tanny Chavez and Alexander Hexemer}, year = {2026}, eprint = {2606.14999}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.14999}, }