Update README.md

README.md

@@ -92,6 +92,15 @@ Here’s a breakdown of the files included in each simulation:
   }
   ```
 
+### Dataset Statistics
+
+The dataset comprises 19,812 valid samples out of a total of 20,000 simulations, with [188 submissions failing](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/failed_tasks.txt) due to numerical errors in OpenFOAM. 
+The complete dataset requires X GB of storage. Below, the histograms illustrate the distribution of points:
+
+| **Input Mesh**         | **OpenFOAM Mesh**           |
+|-------------------------------|------------------------------|
+| ![Input Mesh](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/assets/histogram_of_points_input.png) | ![OpenFOAM Mesh](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/assets/histogram_of_points_foam.png) |
+  
 
 ## Downloading the Dataset:
 
@@ -139,6 +148,7 @@ sample = dataset["train"][0]
 print("Sample from training set:", sample)
 ```
 
+
 ## Generating the meshes
 
 Existing object datasets have many limitations: they are either small in size, closed source, or have low quality meshes. 
@@ -157,15 +167,7 @@ If you detect any clearly problematic mesh, please let us know so we can correct
 Note: the code used to generate the meshes and postprocess them is available on github: [https://github.com/inductiva/datasets-generation](https://github.com/inductiva/datasets-generation)
 
 
-## Dataset Statistics
-
-The dataset comprises 19,812 valid samples out of a total of 20,000 simulations, with [188 submissions failing](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/failed_tasks.txt) due to numerical errors in OpenFOAM. 
-The complete dataset requires X GB of storage. Below, the histograms illustrate the distribution of points:
 
-| **Input Mesh**         | **OpenFOAM Mesh**           |
-|-------------------------------|------------------------------|
-| ![Input Mesh](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/assets/histogram_of_points_input.png) | ![OpenFOAM Mesh](https://huggingface.co/datasets/inductiva/windtunnel/resolve/main/assets/histogram_of_points_foam.png) |
-  
 
 ## What's next?
 If you have any issues using this dataset, feel free to reach out to us at [support@intuctiva.ai](support@intuctiva.ai)