Itsuki Miyazato
Hokkaido University(JP)
Publications by Year
Research Areas
Machine Learning in Materials Science, Catalysis and Oxidation Reactions, Catalytic Processes in Materials Science, 2D Materials and Applications, Graphene research and applications
Most-Cited Works
- → High-Throughput Experimentation and Catalyst Informatics for Oxidative Coupling of Methane(2019)176 cited
- → Searching for Hidden Perovskite Materials for Photovoltaic Systems by Combining Data Science and First Principle Calculations(2018)106 cited
- → The Rise of Catalyst Informatics: Towards Catalyst Genomics(2018)101 cited
- → Unveiling Hidden Catalysts for the Oxidative Coupling of Methane based on Combining Machine Learning with Literature Data(2018)82 cited
- → Rapid estimation of activation energy in heterogeneous catalytic reactions via machine learning(2018)70 cited
- → Catalyst Acquisition by Data Science (CADS): a web-based catalyst informatics platform for discovering catalysts(2020)48 cited
- → Accelerating the discovery of hidden two-dimensional magnets using machine learning and first principle calculations(2017)38 cited
- → Redesigning the Materials and Catalysts Database Construction Process Using Ontologies(2018)36 cited
- → Automatic oxidation threshold recognition of XAFS data using supervised machine learning(2019)33 cited
- → Catalytic direct oxidation of methane to methanol by redox of copper mordenite(2021)31 cited