About Me
I am a fourth year PhD student in the Fluid & Thermal Sciences Engineering, Brown University, advised by Prof. George Karniadakis.
Interests
- AI for Science
- Fluids
- Materials
- Mechanics
Education
PhD Fluid and Thermal Sciences
Brown University
Dual Degree Mechanical Engineering and Data Science
IIT Madras
📚 My Research
I’m a fourth-year PhD student at Brown University, working with Prof. George Em Karniadakis in the CRUNCH Group. I’m interested in the recent machine learning advancements to tackle problems in physical and engineering systems. My research focuses on neural operators, diffusion models, physics-informed machine learning, and their applications in mechanics, fluid dynamics, and material science.
Recent Publications
(2024).
Rethinking materials simulations: Blending direct numerical simulations with neural operators.
(2023).
Real-time Inference and Extrapolation via a Diffusion-inspired Temporal Transformer Operator (DiTTO).
arXiv.