Prashant Kumar

Prashant Kumar

PhD Scholar (PMRF) · Aerospace Engineering

Indian Institute of Technology Kanpur

Research Summary

My research focuses on Scientific Machine Learning with emphasis on Physics-Informed Neural Networks (PINNs), compressible flows with shocks, multiscale turbulent flow modeling, and GPU-accelerated high-performance computing. I develop data-free and hybrid attention-based frameworks for computational fluid dynamics.

Research Interests

Scientific Machine LearningPhysics-Informed Neural NetworksCompressible Flow & Shock ModelingMultiscale Turbulence ModelingGPU & Parallel ComputingTurbomachinery Aerodynamics

Contact

Email: kumarp22@iitk.ac.in

Affiliation: Department of Aerospace Engineering, IIT Kanpur

GitHub: iitkprashant