Fig. 3: DLRN analysis of a complex and multi-time scale system.
From: Deep Learning Reaction Framework (DLRN) for kinetic modeling of time-resolved data

a Nanosecond (left), microsecond (middle) and millisecond (right) time resolved signal analyzed with DLRN. b Expected kinetic model with decay time constants for each pathway. c Predicted kinetic model using DLRN. predicted time constants are shown for each decay pathway. d Residual between original signal and DLRN fit.