Research & Projects

The research and projects presented on this page primarily stem from my doctoral work at the Indian Institute of Technology Roorkee. While I have been involved in a variety of programming and engineering projects at different stages of my academic journey, this page focuses on contributions that form a coherent body of research in computational mechanics and computer-aided engineering (CAE).

My doctoral research lies at the intersection of finite element analysis (FEA), isogeometric analysis (IGA), topology optimization (TO), and adaptive mesh refinement (AMR). Within this broad scope, I have developed numerical methodologies and software implementations aimed at improving the accuracy, efficiency, and robustness of structural analysis and optimization workflows. The projects listed below provide a representative overview of these contributions.


Theme 1: Numerical methods in structural mechanics

FEM/FEA

Finite element analysis

Finite element methods

Development of FEA subroutines for axial and planar structural analysis.

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IGA

Isogeometric analysis

Isogeometric methods

Development of IGA subroutines for structural mechanics.

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AMR

Adaptivity in IGA

Adaptivity

Reduction in CPU requirements and analysis time through adaptive mesh refinement algorithms.

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PINN

Scientific machine learning (Ongoing)

SciML & PINNs (WIP)

Integrating PDE's into neural networks

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Theme 2: Computer-Aided Engineering

IGA with AMR

Unified & Efficient Design–Analysis–Optimization with IGA & AMR

Unified & Efficient DAO with IGA & AMR

Development of a continuity-preserving design–analysis–optimization cycle using isogeometric analysis coupled with adaptive mesh refinement.

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IGA GUI

FALCON - GUI for IGA

GUI-based Framework for IGA

A standalone graphical interface enabling geometry creation, analysis, and post-processing using isogeometric methods.

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Theme 3: Topology Optimization

IGA Topology Optimization

Isogeometric Topology Optimization

IGA-TOPO

Density-based topology optimization frameworks formulated directly on spline-based discretizations.

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Shell Optimization

Plate and Shell Optimization using Multi-Patch IGA

Plate and Shell Optimization using Multi-Patch IGA

Continuity-aware topology optimization of plate and shell structures using multi-patch isogeometric formulations.

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Phase Field TO

Phase-Field Topology Optimization (Ongoing)

Phase-Field Topology Optimization (WIP)

Diffuse-interface topology optimization formulations using adaptive phase-field methods for robust structural design.

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Auxetic TO

Auxetic Topology Optimization (Ongoing)

Auxetic Topology Optimization (WIP)

Numerical investigation of topology optimization strategies for designing auxetic metamaterials with negative Poisson’s ratio.

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