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Citrine Informatics

AI for Product Development, Production, and Sales in Materials and Chemicals

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Home / Content Library

Content Library

The citrine content library includes scientific papers featuring citrine technology written by our own team and distinguished academics.

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Expanded dataset of mechanical properties and observed phases of multi-principal element alloys
This data article presents a compilation of mechanical properties of 630 multi-principal element alloys (MPEAs). Built upon recently published MPEA databases, this article includes updated records from previous reviews (with...
Papers By Citrine
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Electrochemical metrics for corrosion resistant alloys
Corrosion is an electrochemical phenomenon. It can occur via different modes of attack, each having its own mechanisms, and therefore there are multiple metrics for evaluating corrosion resistance. In...
Papers By Citrine
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Accelerating electrochemical material discovery for sustainable chemical manufacturing
New electrochemical reactions are needed to reduce the carbon footprint of chemical production. Use AI to find new catalysts.
External Research
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Mitigating Supply Chain Disruptions in the Materials and Chemicals Industry
How an AI-empowered workflow enables the agility needed to respond to supply chain issues.
What We've Learned
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Using AI and Smart Data Management to Accelerate Innovation and Optimize Product Development of Adhesives & Sealants
In this webinar, participants will learn how the Citrine Platform combines AI and smart data management to accelerate research and development and improve customer responsiveness.
Plastics, Webinars, All Webinars
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Does machine learning work in materials?
Summary of peer reviewed, papers showing experimentally verified predictions of material properties.
External Research
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Why Domain Knowledge Integration is Critical for AI in Materials and Chemicals
Materials and Chemicals data is sparse. It is not “Big Data”. Which is why you need to use every bit of domain knowledge expert domain knowledge at your disposal...
Webinars, Other, All Webinars
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Product and Engineering Dynamics at Citrine
Team dynamics can be complicated and fluid, but they are incredibly important if we are to meet our company goals.
Life at Citrine
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7 Things to look for in a Materials Informatics System
Materials Informatics Systems - how do they deliver value and what should one look for when choosing one?
What We've Learned
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Get More Value From Data Management
This webinar will share considerations for selecting and rolling out a Materials Informatics System (MIS) when investing in digitalization in materials and chemicals development.
Webinars, Business Case & Concepts, All Webinars
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Citrine Informatics

Citrine Informatics is an enterprise SaaS platform company that leverages generative artificial intelligence (AI) and materials science to help customers to improve materials and chemicals development.

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