Yuzuru Tanaka

Latest

• Catalyst Acquisition by Data Science (CADS): a web-based catalyst informatics platform for discovering catalysts
• The rise of catalyst informatics: towards catalyst genomics
• Accelerating the discovery of hidden two-dimensional magnets using machine learning and first principle calculations
• Searching for hidden perovskite materials for photovoltaic systems by combining data science and first principle calculations
• Descriptors for predicting the lattice constant of body centered cubic crystal
• Role of descriptors in predicting the dissolution energy of embedded oxides and the bulk modulus of oxide-embedded iron
• Unveiling descriptors for predicting the bulk modulus of amorphous carbon
• Material synthesis and design from first principle calculations and machine learning
• Materials informatics: a journey towards material design and synthesis