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.

1. Surrogate modeling of physical systems: Click Here for the projects

• Wave mechanics

• Electrodynamics

2. Material identification: Projects

• Anisotropic/orthotropic composite material property estimation

• Material discovery & design 

3. 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

4. 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.