Content Library

Informatics-driven approaches, such as machine learning and sequential experimental design, have shown the potential to drastically impact next-generation materials discovery and design. In this perspective, we present a few...

Citrine Informatics' AI platform allows food and beverage companies — from indies to multinationals — to create better, faster. From reformulations reducing sugar, new product ideation with the latest...

Application engineering in the coatings and paints industry is undergoing a revolution, and at its core lies the integration of AI. Learn how leaders have adopted AI to increase...

To meet shifts in customer and market demands, supply chain volatility, and emerging regulatory and sustainability initiatives, leaders in Polymers have adopted Artificial Intelligence (AI) to accelerate product ideation,...

Although many companies are already reaping the rewards of using AI, others are being held back by myths around the need for large datasets. While representative data can propel...

Although the convergence of high-performance computing, automation, and machine learning has significantly altered the materials design timeline, transformative advances in functional materials and acceleration of their design will require...

Polymers play a crucial role in a wide range of modern applications, from automotive and aerospace to electronics and packaging. As the demand for high-performance polymer products continues to...

This article provides a brief overview of the many ways that artificial intelligence and machine learning are being used for materials and manufacturing research. Several case studies show how...

Many of our customers are using the Citrine Platform to remove so-called “Forever chemicals”, PFAS, from a variety of products. In each case, the Citrine Platform is able to...

Food retailers are demanding a phasing out of the use of PFAS in food packaging. Consumers are valuing sustainable products. Food and packaging companies need to rapidly reformulate packaging...