Presentation Information

[1G01]Accelerating Polymer Materials Development through Self-Driving Laboratories

○MASANOBU NAITO1 (1. National Institute for Materials Science)

Keywords:

Polymer Informatics,Self-Driving Laboratory,Circular Economy

This presentation introduces an agile development approach that flexibly integrates various AI tools and data services to accelerate data-driven development of polymer materials. Using case studies focused on the development of pressure-sensitive and structural adhesive materials, we will highlight the current status of polymer informatics and the construction and operation of self-driving laboratories. In addition, we will discuss ongoing efforts toward a circular society, including the evaluation of recycled polymer performance and responses to challenges such as odor and material variability.

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