My research

Publications

Submitted:

  • Weight Parameterization in Continuous-Time Deep Neural Networks (arXiv)
  • A Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios (arXiv)

In prep:

  • Data Assimilation to Improve Wind Field Representation in Storm Surge Modeling

Presentations:

  • Data Assimilation to Improve Estimats of Hurricane Storm Surge - Minisymposium talk - SIAM Student Conference 2025
  • Data Assimilation to Improve Storm Surge Modeling - Poster presentation - SIAM CSE 2025
  • Weight Parameterization in Continuous-Time Deep Neural Networks - Poster presentation - SIAM MDS 2024
  • Data Assimilation to Improve Storm Surge Modeling - Poster presentation - SIAM UQ 2024
  • Comparison of Weight Parameterization Methods for Neural ODEs - Minisymposium talk - SIAM MDS 2022