J. Nathan Kutz

The Seismic Wavefield Common Task Framework

When Bigger isn't Better: The Role of Model-Data Complexity in Time Series Forecasts

Learning the Koopman Operator using Attention Free Transformers

Spectral Shaping for Neural PDE Surrogates

Deep Generative Modeling for Identification of Noisy, Non-Stationary Dynamical Systems

Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks