Fig. 2: Comparison between DLRN and classical analysis used on the same complex molecular dynamics.
From: Deep Learning Reaction Framework (DLRN) for kinetic modeling of time-resolved data
a Expected kinetic model with time constants for each decay pathway (left) and the respective spectra for each species (right). b Kinetic model pathways and time constants (left), spectra for each species (middle), and residuals (right) obtained by DLRN analysis. c Kinetic model pathways and time constants (left), spectra for each species (middle), and residuals (right) obtained by classical fitting analysis. d Kinetic model pathways and time constants (left), spectra for each species (middle), and residuals (right) obtained by KiMoPack analysis.
