2 papers
cond-mat.mtrl-sci2026
Multimodal Machine Learning for Integrating Heterogeneous Analytical Systems
Shun Muroga, Hideaki Nakajima, Taiyo Shimizu +2
Understanding structure-property relationships in complex materials requires integrating complementary measurements across multiple length scales. Here we propose an interpretable…
cond-mat.soft2023
Real-time Autonomous Control of a Continuous Macroscopic Process as Demonstrated by Plastic Forming
Shun Muroga, Takashi Honda, Yasuaki Miki +3
To meet the demands for more adaptable and expedient approaches to augment both research and manufacturing, we report an autonomous system using real-time in-situ characterization…