HiMat-Chemical Engineering
Research
Chemical engineering is the field of engineering that scales up chemical processes born in the laboratory to economically and safely mass-producible scales.
I aim not merely to “introduce AI into chemical engineering research,”
but to truly fuse deep chemical engineering expertise with cutting-edge AI technology
to drive innovation in chemical processes and realize sustainable industry.
Current Research Topics
Material Development and Process Design Using Fusion Models
Proposing new materials and optimizing processes by customizing integrated physical property prediction models to actual processes
Theoretical Advancement of Prediction Models via XAI
Understanding AI behavior from all perspectives to ensure trustworthiness through XAI; theoretically updating inference models by analyzing integrated models with XAI
Application of Integrated Models to Chemical Processes
Introducing integrated models into empirically determined chemical processes to achieve versatility and theoretical framework development