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satyamk4517/README.md

Hi, I'm Satyam 👋

M.Tech Transportation Systems Engineering · IIT Guwahati
Working on physics-injected deep learning for trajectory prediction in heterogeneous traffic.

🚦 Currently

Finishing my M.Tech thesis on K-PhysGAT — a kinematic-bicycle Graph Attention Network for vehicle trajectory prediction. Beats published NGSIM SOTA under honest GroupKFold evaluation. → trajectory-prediction-indian-traffic

🔬 Research interests

Motion forecasting · Graph Neural Networks · Safety-aware learning · Autonomous vehicles · Indian urban traffic · Physics-informed deep learning

📫 Reach me

satyamk4517@iitg.ac.in · LinkedIn

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  1. trajectory-prediction-indian-traffic trajectory-prediction-indian-traffic Public

    Physics-injected Graph Attention Networks for trajectory prediction in heterogeneous Indian urban traffic. M.Tech thesis, IIT Guwahati.

    Jupyter Notebook 2