PhD candidate, University of Pennsylvania
Shyam Sankaran is a PhD candidate at the University of Pennsylvania, where he specializes in the development and application of machine learning models for scientific challenges. His focus has been on the development of better methods using physics informed neural networks and neural surrogate models. As a part of this research, a key focus of his work is high-performance computing, where he has successfully implemented efficient deep learning implementations and scaled them up to large clusters.