Update README.md

README.md

@@ -10,7 +10,7 @@ task_categories:
 license: mit
 papers:
 - title: "Transfer learning of building dynamics digital twin for HVAC control with Time-series Foundation Model"
-  url: https://arxiv.org/abs/XXXX.XXXXX
+  url: https://doi.org/10.1016/j.mex.2026.103866
   authors: "Ferran Aran Domingo"
 ---
 
@@ -20,7 +20,7 @@ This dataset contains HVAC and weather time-series data collected under **defaul
 
 It is used to train the `gft/ttm4hvac-source-default` model.
 
-Check out the paper [arXiv:XXXX.XXXXX]() (to be released) and visit the main repository [ttm4hvac](https://huggingface.co/gft/ttm4hvac) for further details.
+Check out the paper [A reproducible method to generate multi-building, multi-climate HVAC operation datasets with a stochastic exploratory controller](https://doi.org/10.1016/j.mex.2026.103866) and visit the main repository [ttm4hvac](https://huggingface.co/gft/ttm4hvac) for further details.
 
 ## Columns
 
@@ -50,9 +50,21 @@ df.head()
 
 If you use this model or datasets, please cite:
 
-```
-**F. Aran**,  
-*Transfer learning of building dynamics digital twin for HVAC control with Time-series Foundation Model*,  
-arXiv:XXXX.XXXXX, 2025.  
-https://arxiv.org/abs/XXXX.XXXXX
+```bibtex
+@article{aran_domingo_2026_hvac_dataset,
+  title   = {A reproducible method to generate multi-building, multi-climate HVAC operation datasets with a stochastic exploratory controller},
+  author  = {Aran Domingo, Ferran and
+             Fraile Alonso, Pablo and
+             Rius Torrentó, Josep and
+             Agost Batalla, Oriol and
+             Barri Vilardell, Ignasi and
+             Vilaplana Mayoral, Jordi and
+             Mateo Fornés, Jordi},
+  journal = {MethodsX},
+  volume  = {16},
+  pages   = {103866},
+  year    = {2026},
+  doi     = {10.1016/j.mex.2026.103866},
+  url     = {https://doi.org/10.1016/j.mex.2026.103866}
+}
 ```