Learning Barotropically Unstable Zonal Jet with Spherical Neural Operator
June 1, 2026
Learning SWE on the sphere with SFNO and generalizing to the Galewsky testcase
Projects
OscNet: Learning the Delayed Oscillator in a Finite Linear Subspace
May 20, 2026
Parametrizing the solution map of the ENSO delayed oscillator with two MLPs that learn a sinusoidal subspace and the coordinates in it
The Impact of Ocean Basin Geometry on ENSO Frequency
May 15, 2026
Linear equatorial shallow-water simulations on an Arakawa C-grid show the dominant oscillation frequency falling with basin width
Eigenvector Preferential Attachment Networks
December 1, 2025
Simulating and characterizing EPAN, a spectral modification of Barabási–Albert preferential attachment driven by Perron–Frobenius eigenvector centrality
Mathematical Methods
September 15, 2025
A comprehensive notebook on mathematical methods with an emphasis on both more modern mathematical framework(measure theory based) and computation(numerical methods)