Current work

Penn State (Aug, 2023 - Present)

Graduate student

Busy with course work.

Previous experience

École Centrale School of Engineering [Mahindra University] (July 2022 - June, 2023)

Development of a framework for Turbulence modelling using Physics Informed Neural Networks (PINNs)
Junior Researcher

• Role: Address the Spectral Bias in turbulence modeling and implement the modulus or open‑source approach to resolve the Kolmogorov scale using Physics Informed Neural Networks (PINNs). Furthermore, it aims to resolve shocks (which is still fertile ground).

• Sponsoring Agency: Aeronautical Research and Development Board (ARDB).

Indian Institutes of Technology, Kharagpur (Oct, 2021 - July, 2022)

Development of a Hybrid Continuum to Atomistic Scale Solver for Multi‑scale Flow Problems
Junior Research Fellow

•Role: Implement the Deep Learning based solution of Poisson’s equation into Multi‑scale Flow solver.

• Report URL: Poisson CNN

• Sponsoring Agency: National Supercomputing Mission (NSM).

• Supporting Agency: NVIDIA.

Indian Institutes of Technology, Bombay (April, 2021 - Oct, 2021)

Prediction of Spatial and Temporal Evolution of Atmospheric Optical Turbulence using Computational Fluid Dynamics (CFD)
Research Assistant

• Role: Understand the usage of Meso‑NH (Fortran) and PyCLES (Python) framework.

• Sponsoring Agency: Defence Research and Development Organisation (DRDO).

"Divide and Conquer" - Julius Caesar