Research

Research Areas

Structural Health Monitoring

Structural Health Monitoring (SHM) is an essential aspect of infrastructure management. It involves the continuous monitoring of structures to detect any potential issues…

Peridynamics

Peridynamics is a nonlocal continuum theory that can describe material failure and fracture without using the traditional concepts of stress and strain. Instead, it models a…

Generative Design

The Generative Design methodology is a novel approach that leverages generative machine learning techniques to automate the process of designing complex structures. It…

Physics-informed Machine Learning

Machine Learning and Glass Science

Machine Learning for Material Discovery Focusing on the fundamentals of machine learning, this book covers broad areas of data-driven modeling, ranging from simple…

Molecular Dynamics

Research Projects

Sr. No.	Title	Funding source	Amount	Role	Duration
1.	Data-driven Structural Health Monitoring for Railway Truss Bridges	Department of Science & Technology	₹ 35 L	PI	2024-29
2.	Truss Topology Optimization using Graph based Generative Machine Learning	IIT Indore	₹ 10 L	PI	2024-26