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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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Interpretable models for extrapolation in scientific machine learning
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...
Papers By Citrine
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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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DataLab: Leading Requires Action
Leading Requires Action is an executive roundtable discussion on the value of implementing AI in product development and R&D, along with how the core challenges to do so are...
Webinars, Hear From Industry, All Webinars
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DataLab: How to Prepare Chemicals and Materials Data and Teams for AI
Join Dr. Lenore Kubie and Dr. Robert Kieschke for a webinar discussing how teams can efficiently prepare their data as part of digital transformation initiatives.
Webinars, Business Case & Concepts, All Webinars
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Accelerating Polyolefin-Based Adhesives Development with AI
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...
Coatings, Adhesives & Sealants, Webinars, Hear From Industry, All Webinars
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Accelerating Consumer Product Development with AI
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...
Webinars, Food & Beverage, All Webinars
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Quantifying Uncertainty in High-Throughput Density Functional Theory: A Comparison of AFLOW, Materials Project, and OQMD
A central challenge in high-throughput density functional theory (HT-DFT) calculations is selecting a combination of input parameters and postprocessing techniques that can be used across all materials classes, while...
Papers By Citrine
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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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Voltaiq + Citrine: Accelerating the Battery Sector with Artificial Intelligence and Advanced Data Analysis
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.
Plastics, Webinars, All Webinars
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Removing PFAS From Formulations Using AI
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...
Webinars, Specialty Chemicals, 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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EcoVadis 2023 Silver Sustainability rating

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

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