Building a Physics-Informed Neural Network for NPZ Modeling
Workshop, CBIOMES Workshop on Photosynthesis and Primary Production, Virtual
Workshop presentation on developing physics-informed neural networks for NPZ ecosystem dynamics.
Talks and presentations
Leveraging Physics-Informed Neural Networks for 4D-Variational Data Assimilation
Talk, CBIOMES Annual Meeting 2025, Virtual
Presented research on physics-informed neural networks for 4D-Var data assimilation in marine ecosystem modeling.
Discovering Governing Equations from Data using Sparse Regression
Talk, Joint Statistical Meetings (JSM) & Symposium on Data Science & Statistics (SDSS), Virtual
Presented work on sparse regression methods for discovering ordinary differential equations from time-series data at the American Statistical Association conferences.
Discovering Governing Equations from Data using Sparse Regression
Talk, SIAM Conference on Optimization (OP21) & Conference on Dynamical Systems (DS21), Virtual
Presented work on sparse regression methods for system identification at the Society for Industrial and Applied Mathematics conferences.