Update README.md

README.md

@@ -22,7 +22,7 @@ task_categories:
 
 # Dataset for the **FuelCast Benchmark - Benchmarking Tabular and Temporal Models for Ship Fuel Consumption**
 
-The related paper is available as a preprint on ArXiv: https://doi.org/10.48550/arXiv.2510.08217
+The related paper is available as a preprint on ArXiv: https://arxiv.org/abs/2510.08217
 
 ## Dataset
 
@@ -141,4 +141,20 @@ The weather data is based on reanalysis data ([Historical Forecast](https://open
 | Weather_SwellWavePeriod          | f64       | s                      | OpenMeteo: Period between swell waves.                                                           |
 | Weather_SwellWavePeakPeriod      | f64       | s                      | OpenMeteo: Peak period between swell waves.                                                      |
 | Weather_OceanCurrentVelocity     | f64       | m / s                  | OpenMeteo: Ocean current velocity considering all components.                                    |
-| Weather_OceanCurrentDirection    | f64       | °                      | OpenMeteo: Direction of the ocean current flow.                                                  |
+| Weather_OceanCurrentDirection    | f64       | °                      | OpenMeteo: Direction of the ocean current flow.                                                  |
+
+## Citation
+
+```
+@misc{viga2025fuelcastbenchmarkingtabulartemporal,
+      title={FuelCast: Benchmarking Tabular and Temporal Models for Ship Fuel Consumption}, 
+      author={Justus Viga and Penelope Mueck and Alexander Löser and Torben Weis},
+      year={2025},
+      eprint={2510.08217},
+      archivePrefix={arXiv},
+      primaryClass={cs.LG},
+      url={https://arxiv.org/abs/2510.08217}, 
+}
+```
+
+