4 citations · 7 across the 3 of their papers we have counts for
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cs.LG2023★ 2 cited
Towards Stability of Autoregressive Neural Operators
Michael McCabe, Peter Harrington, Shashank Subramanian +1
Neural operators have proven to be a promising approach for modeling spatiotemporal systems in the physical sciences. However, training these models for large systems can be quite…
cs.LG2021★ 4 cited
Learning to Assimilate in Chaotic Dynamical Systems
Michael McCabe, Jed Brown
The accuracy of simulation-based forecasting in chaotic systems is heavily dependent on high-quality estimates of the system state at the time the forecast is initialized. Data ass…