Update README.md

README.md

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+## Dataset Gallery
+
+We simulate the LPBF process on selected geometries from the Autodesk segementation dataset (Lambourne et al., 2021) to generate a benchmark dataset for AM calculations. Several geometries are presented in this gallery. The color indicates Z (vertical) displacement field.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6729087b934501c4f242f768/bGSdeMmf4iSWTVflVg2p5.png)
+
+---
+
+## Dataset Statistics
+
+Summary of LPBF dataset statistics.
+
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/6729087b934501c4f242f768/179s7b3TT03tvt9oNFg-O.png)
+
+---
+
 ## Benchmark Task
 
 **Task**: Given the 3D mesh coordinates of a part, predict the Z-displacement at each node after the LPBF build process (final state).