Geosciencesに論文公開
“Data-driven geothermal reservoir modeling: Estimating permeability distributions by machine learning” Suzuki, A., Fukui, K., Onodera,...
RESEARCH
To build a sustainable society where no one is left behind,
we aim at building a nation rooted in our natural resources, especially geothermal energy,
and creating a tolerant society.
Our research focuses on the estimation, prediction, and design of complex natural and social systems
using mathematics and information science.
How do we represent complex natural structures and flows?
How do we evaluate it?
Our questions
What kind of design is needed to sustainably use geothermal energy?
How to create new value together in the community ?
Resources
Energy
Society
Main research topics
Evaluation and estimation of
complex structures and flow
using topology
・Mathematics can change the
way we see things.
・Can apply to flow in fuel cells
or human bones
Flow experiments
with 3D-printed
fractured rocks
・Develop new numerical
models/simulations
Geothermal reservoir modeling
using machine learning
・Can be developed efficiently with limited measurable data
Kansei-driven design of
co-creation for regional resources
・Involve the indifferent
・Form a tolerant society
Local activity
