Open access
Aug 2026
Impact of vanishing regularization on the early time dynamics and valid prediction times of reservoir computing
The importance of the numerical solver used to generate the Lorenz dataset is emphasized and a Valid Ground Truth Time (VGTT) during which the outputs of several common solvers agree is defined, as a VPT exceeding the VGTT is not meaningful, as a different solver could produce a different result.
L. Hurley, S. E. Shaheen
· AIP Advances · 0 citations