Update README.md

README.md

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----
-license: mit
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+---
+license: mit
+---
+
+# Cloudy Dataset
+
+<!-- Provide a quick summary of the dataset. -->
+
+## Citation
+
+If you use this dataset in your research, please cite our paper: "Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes"
+
+```bibtex
+@article{leonard2025light,
+  title={Light Transport-aware Diffusion Posterior Sampling for Single-View Reconstruction of 3D Volumes},
+  author={Leonard, Ludwic and Thuerey, Nils and Westermann, Ruediger},
+  journal={arXiv preprint arXiv:2501.05226},
+  year={2025}
+}
+```
+
+## Dataset Details
+
+The dataset comprises of 1400 simulaed cloud formations stored as torch tensors.
+Dimensions are around 512x256x512.
+Values are normalized between 0 and 0.8.
+
+More information in
+https://www.github.com/rendervous/cloudy_project