experience.yml

# Work and research experience, newest first. Opens as experience.yml.
- role: Research Intern
  org: Department of Chemical Engineering, IIT (ISM) Dhanbad
  supervisor: Prof. Saurav Sengupta
  location: Dhanbad, Jharkhand
  start: 2025-10
  end: null # null = present
  highlights:
    - Reconstructed the Lorenz system with two sparse regression techniques (SINDy vs. ISINDy) and compared them.
    - Built a surrogate model for 1D diffusion using DeepONet.
    - Modelled a spring-mass system with Hamiltonian Neural Networks and compared them with baseline NNs on accuracy and physical consistency.
  related: [lorenz-sindy, deeponet-diffusion, hnn-spring-mass] # slugs of related project/research files