
This research investigates the mechanical vibrations and acoustic behaviour of traditional musical instruments using computational and experimental methods. Finite Element Modelling (FEM) is employed to simulate structural vibrations and analyse how material properties, geometry, and structural interactions influence sound production. Experimental measurements are used to validate the numerical models, enabling a deeper understanding of resonance, vibrational modes, and acoustic performance. The study supports the preservation of traditional instruments while contributing to improved instrument design, acoustic optimisation, and cost-effective manufacturing through modern engineering techniques.

3DFY Maps is an AI-powered digital heritage platform that creates accurate 3D reconstructions of historical monuments and cultural sites from images and spatial data. By integrating computer vision, photogrammetry, and interactive visualization, the platform enables users to explore heritage structures through immersive digital models. It supports virtual tourism, cultural documentation, and heritage conservation while providing a scalable solution for preserving architectural assets and improving public accessibility to historical landmarks.

Mathematical analysis of Indic Society, Life and Culture
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Create Indic knowledge system (IKS) datasets
 Information Retrieval, Data mining, Retrieval Augmented Generation (RAG) for IKS
Systems and applications

Gamification of Heritage Structures and associated knowledge
On-site visualizationÂ
Yoga Studios with video calling solutions
Biomedical sensing
Computer Vision cameras
AI / ML
Digital documentation of heritage structuresÂ
Digital ReconstructionÂ
AI / ML based algorithms and tools for monitoring structural defects
Drone video processing
Automated tools for defect documentation and monitoring
AI / ML for understanding sculpture
Build sculpture datasetsÂ
Understand posture, provenance and paraphernalia in light of history and Agama shastra

Understanding structural properties of Heritage StructuresÂ
Chemical Analysis of Archaeological specimens
Measurement, Characterisation of movement in Yoga and Dance
Neuromuscular physiology, cardiac and respiratory correlates of exercise
Understanding the compositions and combinations behind ancient Indian Metallurgy for modern age application
Connecting the foundational concepts of Indian Grammatical traditions, Phonetics, Etymology with relevant contemporary disciplines