An automatic robot system for machine learning–assisted high-throughput screening of composite electrocatalysts
Masanori Kodera, Kazuhiro Sayama
Abstract
An automatic robot developed for the high-throughput preparation and characterization of electrocatalysts was used in conjunction with machine learning–aided composition optimization to achieve the selective production of O 2 /HClO from NaCl solution.
Topics & Concepts
ThroughputComputer scienceRobotComposite numberArtificial intelligenceProcess engineeringEngineeringWirelessOperating systemAlgorithmElectrocatalysts for Energy ConversionMachine Learning in Materials ScienceGas Sensing Nanomaterials and Sensors