Update README.md

README.md

@@ -9,4 +9,19 @@ tags:
 - CNN
 - spectrophometry
 - spectra
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+---
+
+# Trained CCN for microalgal pigment spectrophotometric quantification
+
+Repository hosting the trained CNNs associated with the article (availablme in open access): 
+[A deep learning framework for spectrophotometric quantification of key microalgal pigments.](https://www.sciencedirect.com) 
+Bayomie, O., & Pozzobon, V. (2026). 
+*Machine Learning with Applications*.
+
+## Structure
+
+It contains the optimized model (stored as an .h5 file) for lutein and zeaxanthin (hybrid architecture). In addition, the different models reported in Table 3 of the article are uploaded in the folder *Table_3_Models*.
+
+## Contact
+
+Please feel free to contact me. You can find my details on: https://victorpozzobon.github.io/