Shubham Bhardwaj

PhD Student at UT Austin · Co-founder, Mihawk.ai

I build safe, efficient, and robust learning agents. My research spans dynamical systems, scientific ML, 3D vision, and generative modeling at the Computational Visualization Center, advised by Prof. Chandrajit Bajaj.

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Shubham Bhardwaj

About

Research

My work focuses on building learning systems grounded in physical principles. Current interests include:

  • Dynamical Systems & Scientific ML
  • Physics-Informed Neural Networks
  • 3D Vision & Point Cloud Processing
  • Generative Modeling
  • Reinforcement Learning
  • Optimization

Yoga & Wellness

I am also a professional yoga trainer, exploring how yoga can optimize:

  • Mood & emotional regulation
  • Temperature regulation
  • Sleep quality
  • Focus & concentration
"I strive for a calm mind, fit body, and a heart full of love."

Publications

2026

PHAST: Port-Hamiltonian Architecture for Structured Temporal Dynamics Forecasting

Shubham Bhardwaj, Chandrajit Bajaj

arXiv preprint, 2026

Project Page
2025

Pathway Anchored Multimodal Clustering Reveals Circuit Level Signatures in Parkinson's Disease

Ashwin Vinod, Aditya Sai Ellendula, Shubham Bhardwaj, Aparna Dev, Aaron Dominic, Chandrajit Bajaj

bioRxiv, 2025

Paper
2024

Curvature Informed Furthest Point Sampling

Shubham Bhardwaj, Ashwin Vinod, Soumojit Bhattacharya, Aryan Koganti, Aditya Sai Ellendula, Balakrishna Reddy

arXiv:2411.16995, 2024

arXiv
2024

Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning

Chandrajit Bajaj, Minh Nguyen, Shubham Bhardwaj

ICONIP 2024 · arXiv:2410.15208

arXiv

For earlier work and industry publications, see Google Scholar and Patents.

Blog

Philosophy

Tech

More on Notion →

Contact

Reach me at shubham.bhardwaj [at] utexas [dot] edu or connect on LinkedIn.