Fig. 4: Statistics of experimental device parameters (∼1343 points). | npj Computational Materials

Fig. 4: Statistics of experimental device parameters (∼1343 points).

From: Advancing organic photovoltaic materials by machine learning-driven design with polymer-unit fingerprints

Fig. 4

a \({V}_{{oc}}\) versus −HOMO. b \({V}_{{oc}}\) versus −LUMO. c \({J}_{{sc}}\) versus \({{E}}_{g}\). d \({J}_{{sc}}\) versus \({M}_{w}\). e The data distribution of Eg for the N-type OPVs dataset. f Schematic illustration of band gap alignment between donor materials and NFAs. In state-of-the-art polymer: NFA systems, the \({J}_{{sc}}\) is jointly contributed by the large-band-gap polymer donor and narrow-band-gap NFA with complementary optical absorption profiles. The green arrows show the transfer of electrons upon photoexcitation. The red arrows show the transfer of holes upon photoexcitation.

Back to article page