Add link to paper

This PR ensures the dataset is linked to (and can be found at) https://huggingface.co/papers/2405.17211

README.md

@@ -1,5 +1,7 @@
 ---
 license: mit
+size_categories:
+- 1K<n<10K
 task_categories:
 - image-to-3d
 tags:
@@ -8,9 +10,8 @@ tags:
 - computational fluid dynamics
 - physics
 - neural operator
-size_categories:
-- 1K<n<10K
 ---
+
 # Navier Stokes Dataset of Isotropic Turbulence in a periodic box
 
 <!-- Provide a quick summary of the dataset. -->
@@ -41,7 +42,7 @@ inverse cascade.
 <!-- Provide the basic links for the dataset. -->
 
 - **Repository:** [https://github.com/scaomath/torch-cfd](https://github.com/scaomath/torch-cfd)
-- **Paper:** [More Information Needed]
+- **Paper:** [Spectral-Refiner: Accurate Fine-Tuning of Spatiotemporal Fourier Neural Operator for Turbulent Flows](https://huggingface.co/papers/2405.17211)
 - **Demo:**
   - [The classical Kolmogorov inverse cascade with a solenoidal forcing and small drag.](https://github.com/scaomath/torch-cfd/blob/main/examples/Kolmogrov2d_rk4_cn_forced_turbulence.ipynb)
   - [The fast training using the data with a small number of vortices.](https://github.com/scaomath/torch-cfd/blob/main/examples/ex2_SFNO_train_fnodata.ipynb)
@@ -75,7 +76,4 @@ Each individual chunk of data is pickled in single-file format.
   year={2024},
   primaryClass={cs.LG}
 }
-```
-
-
-
+```