Update README.md (#3)

- Update README.md (ac7039038062ecb61daae0a6626062df5a48f5f1)

README.md

@@ -180,10 +180,7 @@ uncertainty                    = 0.05
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 4. **Synthetic Data Augmentation**  
-   - Use this synthetic dataset to **supplement** smaller real datasets, enabling data-hungry deep learning models to generalize better.
-
-## Dataset Creation Process 🛠️
-A Python script was used to randomly generate each column’s values within plausible ranges based on typical Si₃N₄ waveguide fabrication and performance data. The insertion loss is partially derived from the propagation loss and device length, and additional random offsets account for coupling losses and measurement variability.
+   - Use this synthetic dataset to **supplement** smaller real datasets
 
 ## Caveats & Limitations ⚠️
 - **Synthetic Nature**: While ranges are inspired by real-world photonic designs, actual values may differ based on specific foundries, tools, and processes.