Content Library

To meet ever-shifting market, customer, and supply demands, leaders in the formulated adhesives industry have adopted artificial intelligence (AI) to accelerate new polyolefin development. Join Citrine Informatics and Synthomer to...

As consumer product innovation organizations continue to navigate supply chain disruption, ever-increasing sustainability objectives, and global economic uncertainty, today’s consumer goods companies must confront these challenges while seeking growth...

Sequential learning and autonomous atomistic simulations help discover new catalysts with co-optimized properties.

The battery industry must dramatically accelerate both technology development and production in order to meet rising global demand in the transportation and grid energy storage sectors.

Learn how chemicals industry leaders are prioritizing exclusion of per- and polyfluoroalkyl substances from their product development, and leveraging the capabilities of artificial intelligence to quickly react to regulatory...

Companies in our industry are facing increasing challenges to simultaneously meet sustainability and performance targets, overcome supply chain complications, and manage price increases on raw materials. Leaders in our...

The predictive capabilities of machine learning (ML) models used in materials discovery are typically measured using simple statistics such as the root-mean-square error (RMSE) or the coefficient of determination...

Data-driven models are central to scientific discovery. In efforts to achieve state-of-the-art model accuracy, researchers are employing increasingly complex machine learning algorithms that often outperform simple regressions in interpolative...

Accurate uncertainty estimates can significantly improve the performance of iterative design of experiments, as in sequential and reinforcement learning. For many such problems in engineering and the physical sciences,...

In this webinar, Dr. Jake Mohin will explore how AI & Materials Informatics can be applied to this domain to accelerate cell testing efforts in the face of high...