White Papers

White Paper – Challenges in Machine Learning for Materials

Learn how Machine Learning for Materials and typical AI applications are different. See how Citrine has overcome these difficulties and why off-the-shelf open source AI will require a lot...

White Paper – How an AI-Enabled Data Infrastructure Impacts the Bottom Line

Learn how materials informatics can systematically improve return on investment (ROI) for new product development, with a platform that becomes more powerful with each new project.

White Paper – Unlocking the power of Data in Materials and Chemicals Development

Learn how data can be used to accelerate materials development. Read about the principles of good data management. See how Citrine's Platform supports data management in a way that...

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