Hi, I'm J Yadagiri

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Hi! I’m J Yadagiri, currently pursuing my M.Tech in Thermal and Fluid Sciences Augmented with Artificial Intelligence and Machine Learning at Amrita Vishwa Vidyapeetham. My academic and research interests lie at the intersection of fluid dynamics, heat transfer, and intelligent systems. I have hands-on experience with computational tools such as OpenFOAM, Gmsh, Tecplot, and MATLAB, which I have applied in projects involving flow over bluff bodies, beam stress and modal analysis, and biomedical fluid flow, including lymphatic systems. My current focus is on developing AI-augmented CFD solutions, particularly in surrogate modeling using CNN-LSTM and transformer-based architectures, with integrated PINNs for enhanced physical consistency. I am also exploring the development of interdisciplinary, commercially viable engineering products by combining core mechanical principles with state-of-the-art machine learning techniques.