Siddharth Nair

I am a PhD student in Mechanical Engineering at Purdue University, advised by Dr. Fabio Semperlotti and affiliated to Ray W. Herrick Laboratories.

My work focuses on the development of computational mechanics models using scientific machine learning for mechanical and aeronautical engineering applications. Specifically, my research experience is in the fields of material design and modeling, wave propagation, acoustics, nonlocal mechanics, structural dynamics, physics-guided scientific machine learning, and deep neural networks.