Computationalstudies of reaction mechanisms in photocatalytic and transition-metal-catalyzed homogeneous systems, Machine Learning.

1. Unveiling the molecular mechanism of Mn and Zn-catalyzed Ullmann-type C–O cross-coupling reactions. 2025 https://pubs.rsc.org/en/content/articlelanding/2025/cp/d4cp02777a

2. Machine Learning-Based Yield Prediction for First-Row Transition Metal Catalyzed Cross-Coupling Reactions. 2024 https://link.springer.com/article/10.1007/s00214-024-03159-0
   

B.Sc Chemistry CMS College Kottayam (Autonomous), Kerala, India, 2023

M.Sc Applied Chemistry CMS College Kottayam (Autonomous), Kerala India, 2025

• KAUST Catalysis Center (KCC)
• Division of Physical Science and Engineering (PSE)