Update README.md

README.md

@@ -14,9 +14,9 @@ pretty_name: Fluidverse Samples
 # Fluidverse Samples
 
 This dataset provides sample files for all of the datasets published by the  Fluidverse Organization. 
-For each dataset two trajectories are provided - one with a single bubble / droplet and one multi-droplet / bubble trajectory with five bubbles / droplets. 
+For each dataset, two trajectories are provided - one with a single bubble / droplet and one multi-droplet / bubble trajectory with five bubbles / droplets. 
 
-**Notice:** This is not a standalone dataset with a test and train split. This huggingface dataset serves solely as a preview for the complete dataset.
+**Note:** This is not a standalone dataset with a test and train split. This huggingface dataset serves solely as a preview for the complete datasets listed below.
 
 ## Dataset samples
 
@@ -27,4 +27,23 @@ For each dataset two trajectories are provided - one with a single bubble / drop
 |2D Shock-Induced Droplet Breakup in Air with Symmetric BC|2D_SDBA_SSOO|https://huggingface.co/datasets/FluidVerse/2D_SDBA_SSOO|
 |2D Shock-Induced R22 Bubble Collapse in Air with Open BC|2D_SRBA_OOOO|https://huggingface.co/datasets/FluidVerse/2D_SRBA_OOOO|
 |3D Shock-Induced Air Bubble Collapse in Water with Symmetric BC|3D_SABW_SSOOSS|https://huggingface.co/datasets/FluidVerse/3D_SABW_SSOOSS|
-|3D Shock-Induced Droplet Breakup in Air with Symmetric BC|3D_SDBA_SSOOSS|https://huggingface.co/datasets/FluidVerse/3D_SDBA_SSOOSS|
+|3D Shock-Induced Droplet Breakup in Air with Symmetric BC|3D_SDBA_SSOOSS|https://huggingface.co/datasets/FluidVerse/3D_SDBA_SSOOSS|
+
+## How to Download the Dataset
+
+Download the whole dataset:
+```
+hf download FluidVerse/samples --repo-type dataset
+```
+
+Download only one dataset sample:
+```
+from huggingface_hub import snapshot_download
+
+snapshot_download(
+    repo_id="FluidVerse/samples",
+    repo_type="dataset",
+    allow_patterns="2D_SABW_OOOO_256x256_samples.h5",
+    local_dir="."
+)
+```