2 papers
cond-mat.mtrl-sci2020
Transfer learning for materials informatics using crystal graph convolutional neural network
Joohwi Lee, Ryoji Asahi
For successful applications of machine learning in materials informatics, it is necessary to overcome the inaccuracy of predictions ascribed to insufficient amount of data. In this…
cond-mat.mes-hall2018
Water Facilitated Electrochemical Reduction of CO2 on Cobalt-Porphyrin Catalysts
Kaito Miyamoto, Ryoji Asahi
Cobalt-porphyrin catalyzed reductive decomposition of CO2 to CO is investigated based on Koper's water facilitated CO2 reduction mechanism using a simple but accurate protocol base…