Projects

High Performance Computing

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MPI-Based Parallelization of a Computational Electromagnetics Problem

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CUDA based evolutionary optimization

Scientific Computing

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Finite element simulation for fluid mechanics

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Force Chains in Granular Materials: Role of Size, Packing & Cohesion

Deep Learning

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Multi-Modal Machine Learning for PVD Mo Thin Films

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Deep Learning for Peak-Stress Prediction in Polycrystalline Materials

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Trade-offs in Latent Representations of Microstructure Evolution

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Physics-Informed Spatio‑Temporal Super‑Resolution of Dynamical Systems

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Semantic Similarity Detection Using Deep Learning and Feature Engineering

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Interpreting CNNs Under Adversarial Attacks

Active Learning

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Bayesian Optimization for Robust Mo Thin-Film Properties

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Active learning in graph-based semi-supervised learning