Samira Pakravan

Ph.D. Candidate at UC Santa Barbara

pakravans90@gmail.com

I’m a PhD candidate in the Department of Mechanical Engineering at UCSB. I received my Master’s in Computer Science from New Mexico State University. My research interest is in Scientific Machine Learning. My goal is to fuse machine learning techniques with scientific computing to invent next generation numerical methods that enable real-time and high-fidelity simulations for digital twins.

Besides research, I enjoy teaching, especially fundamental courses in my field.

news

Nov 6, 2022 Our "Neuro-symbolic partial differential equation solver" paper has been accepted to the Machine Learning and the Physical Sciences workshop at NeurIPS 2022. I'm going to attend to present a poster of our work.

selected publications

  1. NeurIPS
    Neuro-symbolic partial differential equation solver
    Pouria Mistani, Samira Pakravan, Rajesh Ilango, Sanjay Choudhry, and Frederic Gibou.
    NeurIPS 2022 (ML4Phys)