Update README.md

README.md

@@ -20,4 +20,6 @@ implements:
     * experimental validation
 6. Closed-loop update path
     The code is compatible with the workflow in your PDF: Generate → Predict → Partition → Validate → Update, where new experiments update the database and retrain the surrogate model
-   Important: the script includes synthetic data only for testing the pipeline. For real conclusions, replace it with actual experimental, CALPHAD, phase-field, or published Cu–Ni property data.
+   Important: the script includes synthetic data only for testing the pipeline. For real conclusions, replace it with actual experimental, CALPHAD, phase-field, or published Cu–Ni property data.
+
+   https://matroid.streamlit.app/