Convolutional neural network prediction of the photocurrent–voltage curve directly from scanning electron microscopy images
Yuta Hayashi, Yuya Nagai, Zhenhua Pan, Kenji Katayama
Abstract
The overall performance of the photocatalyst, the J – V curve, is predicted by the convolutional neural network from SEM images only.
Topics & Concepts
PhotocurrentConvolutional neural networkScanning electron microscopeArtificial neural networkMaterials scienceArtificial intelligenceMicroscopyOptoelectronicsPattern recognition (psychology)OpticsComputer sciencePhysicsMachine Learning in Materials ScienceElectron and X-Ray Spectroscopy TechniquesElectrochemical Analysis and Applications