Kyulux Inc. used materials informatics (1) that combines quantum chemistry calculations and machine learning and succeeded in achieving higher efficiency and longer lifetime for unique OLED technology ...

Selecting the right material from countless possibilities remains a central hurdle in materials discovery. Theory-driven predictions and experiment‐based validations help us make informed selections, ...

The development of advanced materials is shifting from intuition and slow trial-and-error to something much more data-aware. Instead of starting with a rough idea and ...

(1) The topics to be solved by materials researchers include: "Extraction of rules for structure and physical property correlation and clarification of complicated phenomena, etc. by the analysis of a ...