教員一覧
FACULTY LIST

Yoshitaka UmenoProfessor

RESEARCH

• Analysis of buckling behavior and associated functionalities of carbon nanotubes
• Multi-scale analysis of deformation and fracture in polymer materials
• Reaction molecular dynamics of energy device materials
• Development of multi-physics simulation methods using deep-learming
• Coarse-grained molecular dynamics simulation of boundary lubrication
• Reactive molecular dynamics simulation of chemical mechanical polishing

RESEARCH DETAILS

With the aim to reveal deformation and fracture mechanisms and peculiar physical properties originating in nanostructures in various materials including metals, semiconductors, ceramics and polymers, we perform multi-scale simulations ranging from nano-scale models (e.g. ab initio and molecular dynamics) to meso- and macro-scale models (e.g. coarse-graining, phase-field and finite element methods). We also develop new modeling methods utilizing machine-learning and deep-learning methods.