[16p-70A_101-1~6] AI x Robotics x Human: Opening New Frontiers in Autonomous Materials Research

3:45 PM - 4:25 PM JST(6:45 AM - 7:25 AM UTC)

[16p-70A_101-4] The dLab System for Automated and Autonomous Exploration of Novel Thin-Film Materials

〇Kazunori Nishio¹ (1.Science Tokyo)

Keywords:

Inorganic thin-film materials,Solid-state batteries

We developed a digital laboratory system, namely dLab, that integrates machine learning and robotics to enable the automated and autonomous exploration of novel thin-film materials. The dLab is designed as a modular architecture that allows measurement and analysis instruments from different manufacturers to be interconnected. Experimental data are collected in a unified format (MaiML) and managed in the cloud. Leveraging cloud-based data for machine learning enables the autonomous synthesis and discovery of novel thin-film materials.