Update README.md

README.md

@@ -3,12 +3,8 @@ license: cc-by-4.0
 language: en
 doi: 10.1016/j.dib.2020.106627
 viewer: false
-tags:
-- mechanics
-- engineering
-- simulation
 ---
 This dataset contains several microstructure treatments:
-1. `variable_radius.zip` - Ten microstructures with defects of variable radii, from 0.01 mm to 0.5 mm.
-2. `variable_number.zip` - Ten microstructures with different numbers of defects, from 20 to 200. 
-3. `circular_defects.zip` - This data contains image data of 1000 samples of microstructures with 100 circular porosity defects having their radii uniformly distributed in the range 0.1 – 0.5 mm, and their corresponding strain fields.  
+1. `variable_radius.zip` - Ten microstructures with defects of variable radii, from 0.01 mm to 0.5 mm. To load it, run: ```datasets.load_dataset(data_files=['variable_radius.zip'])```
+2. `variable_number.zip` - Ten microstructures with different numbers of defects, from 20 to 200. To load it, run:  ```datasets.load_dataset(data_files=['variable_number.zip'])```
+3. `circular_defects.zip` - This data contains image data of 1000 samples of microstructures with 100 circular porosity defects having their radii uniformly distributed in the range 0.1 – 0.5 mm, and their corresponding strain fields.  To load it, run:  ```datasets.load_dataset(data_files=['circular_defects.zip'])```