Arun Sharma

Arun Sharma

PhD Researcher, Spatial AI and Physics-Informed ML, University of Minnesota

Palo Alto, California, United States

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Arun Sharma is a PhD researcher in Computer Science at the University of Minnesota, Twin Cities, advised by Prof. Shashi Shekhar. He works on physics-informed, distortion-aware spatial AI: generative models that respect physical laws for climate downscaling, Earth observation, and rare-event anomaly detection, as well as the training and serving infrastructure that puts them into practice.

Area of Expertise

  • Agriculture, Food & Forestry
  • Environment & Cleantech
  • Government, Social Sector & Education
  • Information & Communications Technology

Topics

  • Machine Learning
  • Pytorch
  • Generative AI Platforms
  • Diffusion Models
  • Scientific computing
  • Physics-informed ML
  • Climate Risk
  • Earth Observation
  • Distributed Training
  • onnx
  • Model Serving

Arun Sharma

PhD Researcher, Spatial AI and Physics-Informed ML, University of Minnesota

Palo Alto, California, United States

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