Create README.md

README.md

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+---
+license: cc-by-nc-4.0
+tags:
+- CFD
+- Multiphase
+- CompressibleFlow
+- SciML
+- Shock
+- Droplets
+pretty_name: 2D Shock-Induced Droplet Breakup in Air
+size_categories:
+- 10K<n<100K
+---
+
+# 2D Shock-Induced Droplet Breakup in Air
+## Description
+
+The dataset captures the time-evolving behavior of 2D cylindrical droplets subjected to an external shock wave in air.
+The interaction with the shock wave results in two different breakup modes namely SIE and RTP depending on the weber number. 
+Here we investigate a scenario with symmetric boundary conditions at the north and south walls.
+
+<div style="display:flex;justify-content:center">
+  <video style="width:100%;max-width:400px" src="https://huggingface.co/datasets/FluidVerse/2D_SABW_SSOO/resolve/main/2D_SABW_SSOO_Mach2.10.mp4" loop autoplay muted></video>
+</div>
+
+## About the data
+|Metadata|Description|
+|-----|------|
+|Solver|[ALPACA](https://www.sciencedirect.com/science/article/abs/pii/S0010465521003581)|
+|PDE|2D compressible Euler equations|
+|Dimension|2D|
+|Number of Trajectories|300|
+|Train-Test-Split|0.8 - 0.2|
+|Number of Timesteps|101|
+|Simulation End Time|91 \\( \mu s \\) - 1240 \\( \mu s \\) (depending on the IC)|
+|Save Interval|0.91 \\( \mu s \\) - 12.40 \\( \mu s \\) (depending on the IC)|
+|Fields| - density_mixed <br/> - density_water <br/> - density_air <br/> - pressure <br/> - velocityX <br/> - velocityY <br/> - volume_fraction_water|
+|Simulation Resolution|1024x512 (Clipped and Downsampled)|
+|Dataset Resolution|512x512 & 256x256|
+|Grid Type|Cartesian Uniform Grid|
+|Initial Condition|The droplets are in equilibrium with the surrounding pre shock environment.|
+|Boundary Conditions| North: Symmetry <br/> South: Symmetry <br/> East: Open <br/> West: Open|
+|Conditioning Parameters| Shock Mach Number [1.2 - 3.2] <br/> Weber Number [10 - 30 & 10k - 30k] <br/> Droplet Count [1 - 5] <br/> Droplet Radius [2mm - 3.5mm] <br/> Droplet Center Position [Random in Domain]
+
+Further metadata information can be found in the corresponding `metadata.json` file.
+
+## Key Challenges for Surrogate Modelling
+- Distinguish breakup mode - RTP or SIE
+- Accurate interface capturing
+- Understanding wave dynamics
+- Tracking droplet fragments
+- Capture droplet interactions in the case of multi-droplets
+
+## How to Download the Dataset
+
+Download the whole dataset:
+```
+hf download FluidVerse/2D_SDBA_SSOO --repo-type dataset
+```
+
+Download only part of the dataset with resolution 256x256:
+```
+from huggingface_hub import snapshot_download
+
+snapshot_download(
+    repo_id="FluidVerse/2D_SDBA_SSOO",
+    repo_type="dataset",
+    allow_patterns="multi_droplet/256x256/*",
+    local_dir="."
+)
+```