Update README.md

README.md

@@ -21,7 +21,7 @@ Volume solver, we solve the two-dimensional (2D) axisymmetric compressible Euler
 * time_dependent: true,
 * include_initial_state: true,
 
-# Spatiotemporal Info.
+# Spatiotemporal Information:
 
 * num_trajectories: 128,
 * num_time_steps: 201,
@@ -31,7 +31,7 @@ Volume solver, we solve the two-dimensional (2D) axisymmetric compressible Euler
 * spatial_grid_size: [256, 256],
 * dx=dy: 1.250000000e-07 [m]
 
-# Boundary conditions
+# Boundary conditions:
 
 * west: Axisymmetric,
 * east: ZeroGradient,
@@ -43,7 +43,7 @@ Volume solver, we solve the two-dimensional (2D) axisymmetric compressible Euler
 
 > Refer to the "metadat.json" file for more details on the dataset.
 
-# Download
+# Download:
 
 The dataset can be downloaded, e.g., via `huggingface-cli download`.
 
@@ -51,7 +51,7 @@ The dataset can be downloaded, e.g., via `huggingface-cli download`.
 huggingface-cli download FluidVerse/SIDA --repo-type dataset --local-dir <LOCAL_DIR>
 ```
 
-# Assembly
+# Assembly:
 
 After download, data parts for each file, trai.h5n or test.h5, can be assembled into a single HDF5 file using the provided assemble.py script. Use it as follows:
 ```bash