To meet ever-shifting market, customer, and supply demands, leaders in the coatings industry have adopted materials informatics (MI) to accelerate formulation development.
Historically, intuition-based knowledge has been a key element of R&D in new coatings development. Through MI-driven product development, historical data alongside expert domain knowledge is captured, preserved, and deployed in the service of accelerated new product development. In this presentation, we discuss the core concepts enabling the successful deployment of MI to coatings problems.
We provide an example of the application of materials informatics to address a common coatings reformulation problem: removing harmful materials, in this case outdated surfactants, to achieve regulatory compliance while maintaining product performance in solution and on application.
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