Research Highlights
I am working on problems in broad areas related to forward and inverse computational & applied physics & mechanics. I have interest in physics-informed ML/scientific ML, generative models, explainable AI, optimization & uncertainty quantification. The projects I have worked on is broadly categorized into these sections.
Surrogate modeling of physical systems: Click Here for the projects
Wave mechanics
Electrodynamics
Material identification: Projects
Anisotropic/orthotropic composite material property estimation
Material discovery & designÂ
Damage identification: Projects
Out of distribution detection/Anomaly detection/Fault diagnosis
Structural health monitoring - damage detection, localization & severity
Filtering of unwanted effects to improve damage estimation
Cyber-physical testing: Projects
Adaptive online leakage estimation in pressurized habitat system for deep space.
Environmental conditions management and control system in pressurized habitat system for deep space.