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20212026
most citedModel-assisted deep learning of rare extreme events from partial observations

13 citations · 13 across the 5 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

stat.ML2023

Riemannian Residual Neural Networks

Isay Katsman, Eric Ming Chen, Sidhanth Holalkere +4

Recent methods in geometric deep learning have introduced various neural networks to operate over data that lie on Riemannian manifolds. Such networks are often necessary to learn…

nlin.AO2023

Slow passage through the Busse balloon -- predicting steps on the Eckhaus staircase

Anna Asch, Montie Avery, Anthony Cortez +1

Motivated by the impact of worsening climate conditions on vegetation patches, we study dynamic instabilities in an idealized Ginzburg-Landau model. Our main results predict time i…