Theoretical Materials Science & AI Group

Research

• Realistic-scale simulations using machine-learning potential

• AI for materials design

Applications

• Electrochemical/thermal catalyst

• Quantum dot

• Gas sensor

• Solid-state battery

• Atmospheric new particle formation

• Crystal structure prediction of general materials