Building Tomorrow’s Materials, Naturally

Building a Scientific Theory of Non-Equilibrium States Inspired by Nature and Establishing a Center for the Development of High-Efficiency Next-Generation Materials

From renewable energy solutions to next-generation electronics, progress in solving our world’s greatest challenges often depends on the discovery of new, high-performance materials. Yet, the process of creating these materials is often slow, expensive, and based on trial and error. This inefficiency is a significant bottleneck that hinders our ability to address pressing energy and environmental issues. To accelerate innovation, we need a new, more rational approach to material design.

This project finds inspiration in the natural world. A snowflake, for example, is a masterpiece of complex design, formed efficiently and with low energy from a disordered, non-equilibrium state. By studying the principles behind such natural phenomena, researchers aim to establish a new “science of non-equilibrium.” This new science will be built by combining cutting-edge technology that can measure material synthesis in real-time with the predictive power of artificial intelligence, which can identify patterns humans might miss. This will enable them to move beyond observing nature to truly understanding its rules. One outcome is, for example, to accelerate the discovery of novel catalysts.

The goal is to create a development hub that can efficiently produce innovative, sustainable, and high-performance materials, transforming our approach to solving global challenges.

Project Members

Principal Investigator

Yuki Kimura

Professor
Institute of Low Temperature Science
Hokkaido University

Astrophysical Chemistry/Low Temperature Nanomaterial Science Group

Co-Investigator

Akira Miura

Professor
Faculty of Engineering
Hokkaido University

Laboratory of Structural Inorganic Chemistry

Co-Investigator

Shiori Suzuki

Assistant Professor
Research Faculty of Agriculture
Hokkaido University

Co-Investigator

Shigeto Hirai

Associate Professor
School of Earth, Energy and Environmental Engineering
Kitami Institute of Technology

Energy-Related Solid State Chemistry Lab

Co-Investigator

Yoko Ohtomo

Associate Professor
Faculty of Engineering
Hokkaido University

Co-Investigator

Kazuki Nagashima

Professor
Research Institute for Electronic Science
Hokkaido University

Laboratory of Interactive Functional Materials

Co-Investigator

Akira Nasu

Assistant Professor
Faculty of Science
Hokkaido University

Co-Investigator

Ichigaku Takigawa

Professor
Graduate School of Frontier Sciences
The University of Tokyo
Specially Appointed Professor
Institute for Chemical Reaction Design and Discovery (ICReDD)
Hokkaido University

Data-Driven Intelligence Lab
Takigawa Group

Co-Investigator

Ekin D. Cubuk

Research Scientist
Google DeepMind

Co-Investigator

Wenhao Sun

Assistant Professor
College of Engineering
Materials Science &Engineering
University of Michigan

Predicting Synthesis and Synthesizability