Photo of Sankaranarayanan, Subramanian

Subramanian Sankaranarayanan

Professor

Department of Mechanical and Industrial Engineering

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About

Research Interests:

  • Machine learning to bridge the electronic, atomistic and mesoscopic scales.
  • Integrate atomistic (and continuum) simulations with ultrafast X-ray imaging.
  • Inverse design for materials discovery and machine learning to predict metastable phase diagrams.
  • Applications of interest include tribology, corrosion, neuromorphic computing, energy storage and thermal management.