Scientific machine learning
ML library
Algebraic multigrid solvers in JAX.
ML library
A Julia package that breaks down the curse of dimensionality when solving nonlocal, nonlinear PDEs.
Learning Spatial Ecological Networks from Geolocated Molecular and Earth Observation Data
Preprint
Submitted to the Conference on Neural Information Processing Systems (NeurIPS) 2026, Tackling Climate Change with Machine Learning workshop.
A calibration framework to improve mechanistic forecasts with hybrid dynamic models
Peer-reviewed
Differentiable Programming for Differential Equations: A Review
Peer-reviewed
Accepted at SIAM Review.
