activity
20012019
most citedData-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks

355 citations · 584 across the 4 of their papers we have counts for

collaborators
Showing nlin.CDShow all

1 paper · 1 filter

nlin.CD2018★ 228 cited

Data-assisted reduced-order modeling of extreme events in complex dynamical systems

Zhong Yi Wan, Pantelis R. Vlachas, Petros Koumoutsakos +1

Dynamical systems with high intrinsic dimensionality are often characterized by extreme events having the form of rare transitions several standard deviations away from the mean. F…