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Home / Resources / Blog

Citrine | Blog

Stories, tips and updates from the world leaders in Materials Informatics.

Featured Posts

The Next Barrier for AI in Materials Development is Adoption

The Next Barrier for AI in Materials Development is Adoption

Better models matter, but the bigger challenge is helping more scientists trust and use AI in everyday product development.

Read now
Don't wait for data

Don't wait for 'AI-ready' data

AI is often positioned as the final step in a digital transformation journey. In materials and chemicals, it should be the opposite.

Don't wait
Change is the only constant

Change Is the Only Constant: How Specialty Chemicals Producers Can Build Resilience with AI

Resilience depends not only on supply visibility, but on the ability to make faster, better formulation decisions under changing conditions.

Read now
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Getting to market quickly in Cosmetics and Personal Care
Learn how consumer companies are leveraging artificial intelligence to accelerate product development and commercialization of cosmetic and personal care products.
What We've Learned
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Advancements in Predicting the Fatigue Lifetime of Structural Adhesive Joints
In the realm of structural engineering, the behavior of structural adhesives stands as a pivotal yet complex enigma.
Notes on Successful Projects
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A Game-Changer In Materials And Chemicals Development And Deployment
Citrine Catalyst, an innovative digital assistant that leverages large language models designed to support and propel your product development journey into the future.
Business updates
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With great power comes great responsibility
As the power of AI becomes ever more visible, there are inevitably worries about its use. 
Demystification
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The Urgency of AI
Generative AI is disrupting and reshaping many industries globally. In the materials and chemicals space, the effective deployment of AI (or not) is going to separate the winners from...
What We've Learned
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Autonomous electrocatalyst discovery for sustainable nitrogen reduction
Sequential learning and autonomous atomistic simulations help discover new catalysts with co-optimized properties.
External Research, Notes on Successful Projects
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Closed-loop fully-automated frameworks for accelerating materials discovery
How much can a combination of sequential learning and closed-loop automation accelerate materials discovery?
External Research, Notes on Successful Projects
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Quantifying the Performance of Machine Learning Models in Materials Discovery
Our findings illustrate the importance of designing a modeling and discovery workflow which is highly tailored toward the specific problem of interest. In ML and SL for materials discovery,...
External Research, Notes on Successful Projects
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Materials informatics accelerates customer tailored composite material design
Materials Informatics helps a custom thermoplastic producer rapidly identify custom masterbatch + polymer blends for its customized solutions with far fewer experiments than traditional approaches to product development.
Notes on Successful Projects
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Data Scientists – a hot commodity in tech
Steve Edkins, Citrine's Data Science Manager, speaks about working at Citrine.
Life at Citrine

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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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EcoVadis 2023 Silver Sustainability rating

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2629 Broadway St
Redwood City, CA 94063
info@citrine.io

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