most citedModel-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DS2022

Efficient Pairing in Unknown Environments: Minimal Observations and TSP-based Optimization

Naoki Fujita, Nicolas Chauvet, Andre Roehm +4

Generating paired sequences with maximal compatibility from a given set is one of the most important challenges in various applications, including information and communication tec…

cs.LG2021★ 1 cited

Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing

André Röhm, Daniel J. Gauthier, Ingo Fischer

Reservoir computers are powerful tools for chaotic time series prediction. They can be trained to approximate phase space flows and can thus both predict future values to a high ac…