Dow Chemical Company Discusses Data Requirements for AI in Coatings

Dan Wu, who works on coatings at Dow Chemical Company, discussed the importance of reliable data and careful validation for using artificial intelligence in coatings creation. Wu noted that coating performance depends not only on composition but also on mixing, application, and film-preparation conditions. He explained that inconsistent test methods and lack of material features prevented the use of much historical results during the company's digitalization efforts.

The discussion highlights the critical role of structured experimental context in chemical research. For Dow Chemical Company, ensuring that results are accompanied by detailed process information is necessary to build a functional digital formulation workflow and maintain product quality.