Using short histories of observations from a dynamical system, a workflow for the post-
training initialization of reservoir computing systems is described. This strategy is called cold …

To completely characterize the evolving state of a plasma, diagnostic tools that enable
measurements of the time-resolved behavior are required. In this study, a gridded ion source …

A critical breakthrough in the understanding of Hall effect thrusters (HETs) has been the
emergence of map** techniques to fuse multiple time-varying plasma measurements from …

To address noise inherent in electronic data acquisition systems and real-world sources,
Araki et al.[Phys. D, 417 (2021), 132819] demonstrated a grid-based nonlinear technique to …

To varying degrees, all experimental measurements are corrupted by real-world noise
sources including electronic noise in the acquisition system, far-field perturbations in the …

Various causality determination techniques are compared, with a focus on application to
Hall-effect Thruster (HET) systems. The methods studied include Extended Convergent …

The development and subsequent studies regarding statistical convergence for a data-
driven calibration approach to physics-based models are presented with the ultimate goal of …

Ui, ω= ion acoustic speed Un= neutral speed xref= reference solution data xtrial= trial
solution data α= weighting of the Bohm mobility model ε= discrepancy between trial and …