[OLEDp1-8L] Instantaneous Determination of the Electronic Transport Properties of Polymer Light Emitting Diodes from their Complex Impedance Spectra Using a Neural Network
Neural network, Polymer light emitting diode, Impedance spectra
Electronic transport properties of polymer light-emitting diodes (PLEDs) were determined using a machine learning model developed with complex impedance spectra generated by device simulation. The mobilities and bimolecular recombination coefficients were instantaneously determined by the machine learning model using experimentally-obtained complex impedance spectra of PLEDs as inputs.