Case Studies

Varied material classes – same success

Materials Categories

Formulations

Polymers and Plastics

Formulations

How Dorfner leverages AI to accelerate innovation and new product development

Founded in 1895, learn how Dorfner is using AI to enable better development across paints and coatings, composites, construction chemicals, plastics, and more.

Case Studies, Formulations, All

Solvent Blend Discovery Accelerated

Learn how Showa Denko used Citrine's Artificial Intelligence platform to accelerate discovery of solvent blends.

Case Studies, Formulations, All

Better tailor-made formulations, quicker

Learn how Citrine's Artificial Intelligence platform enabled a 21% improvement in polymer mechanical properties in just 6 months.

Case Studies, Polymers and Plastics, All

Screen Out Toxic Formulations

Learn how the Citrine Platform was used to predict toxicity in complex, multi-phase formulations, therefore reducing resources spent developing formulations that would ultimately fail animal testing.

Case Studies, Formulations, All

AI-Driven Development of Additives for Carbon Fiber Manufacturing Process

Read how the Citrine Platform was used to develop new carbon fiber process additives with local ingredients in record time.

Case Studies, Formulations, All

Reduced Costs and Increased Supply Resilience

Learn how Citrine's Artificial Intelligence platform can be used to reduce costs and increase supply chain resilience in specialty chemicals.

Case Studies, Polymers and Plastics, All

Increased Customer Responsiveness

Learn how Citrine's Artificial Intelligence platform improves customer responsiveness in the formulations space.

Case Studies, Polymers and Plastics, All

Rapidly Screen Polymers Using AI

Learn how Citrine's AI Platform was used to rapidly screen 2500+ polymers in just 5 months. See how a new workflow was developed where researchers can now set a target and immediately receive a list of the top 10 polymers most likely to hit the target.

Case Studies, Polymers and Plastics, All

thermoelectric predicted using artificial intelligence

New class of thermoelectric materials discovered

Learn how machine learning model made available to research community discovered new classes of thermoelectrics and helped thousands of projects.

Case Studies, Functional Materials, All

Machine Learning Accelerates Materials Development

Learn how Citrine's platform supported Panasonic as it developed new organic semiconductors.

Case Studies, Functional Materials, All

3 Years of Autonomous Success in Process Optimization

Learn how our customer optimizes a welding process across a whole product range in record time.

Case Studies, Metals and Glass, All

Fast Adoption, Fast Development of Multi-Layer Coatings

Development time of a complex product was cut by 50% and early success has generated momentum causing quicker than planned adoption of the platform.

Case Studies, Metals and Glass, All

Picture of 3D paining Aluminum Alloy Powder developed using AI by HRL laboratories

First to Market – High-strength 3D Printable Aluminum Alloy

Learn how HRL reduced development time from years to days using the Citrine Platform.

Case Studies, Metals and Glass, All

Data-Driven Optimization in Additive Manufacturing

Learn how ADAPT and its partners used the Citrine Platform to create a new, additively manufactured door hinge for MRAP light tactical vehicles.

Case Studies, Metals and Glass, All

closed-loop system for synthesis of nanoparticles for catalysis

AI-Guided Closed-loop Synthesis of Nanoparticles for Catalysis

Learn how Citrine worked with SLAC National Accelerator laboratory to optimize synthesis parameters for nanoparticles using an AI-guided closed-loop system in just 12 hours.

Case Studies, Metals and Glass, All

Glass example of ai acceleration of research

Machine Learning accelerates research

Learn how data-driven assessments of research portfolio drive R&D strategy at glass manufacturer.

Case Studies, Metals and Glass, All

Cleaner Beauty: Replacing petrochemicals with naturally-derived ingredients in skincare

Learn how the Citrine Platform accelerated reformulation of multiple skincare products with naturally derived ingredients at a consumer packaged goods manufacturer.

Case Studies, CPG

Better tailor-made formulations, quicker

Learn how Citrine's Artificial Intelligence platform enabled a 21% improvement in polymer mechanical properties in just 6 months.

Case Studies, Polymers and Plastics, All

First to Market – High-strength 3D Printable Aluminum Alloy

Learn how HRL reduced development time from years to days using the Citrine Platform.

Case Studies, Metals and Glass, All

Machine Learning Accelerates Materials Development

Learn how Citrine's platform supported Panasonic as it developed new organic semiconductors.

Case Studies, Functional Materials, All

Reduced Costs and Increased Supply Resilience

Learn how Citrine's Artificial Intelligence platform can be used to reduce costs and increase supply chain resilience in specialty chemicals.

Case Studies, Polymers and Plastics, All

Solvent Blend Discovery Accelerated

Learn how Showa Denko used Citrine's Artificial Intelligence platform to accelerate discovery of solvent blends.

Case Studies, Formulations, All

Screen Out Toxic Formulations

Learn how the Citrine Platform was used to predict toxicity in complex, multi-phase formulations, therefore reducing resources spent developing formulations that would ultimately fail animal testing.

Case Studies, Formulations, All

New class of thermoelectric materials discovered

Learn how machine learning model made available to research community discovered new classes of thermoelectrics and helped thousands of projects.

Case Studies, Functional Materials, All

Machine Learning accelerates research

Learn how data-driven assessments of research portfolio drive R&D strategy at glass manufacturer.

Case Studies, Metals and Glass, All

Data-Driven Optimization in Additive Manufacturing

Learn how ADAPT and its partners used the Citrine Platform to create a new, additively manufactured door hinge for MRAP light tactical vehicles.

Case Studies, Metals and Glass, All

Increased Customer Responsiveness

Learn how Citrine's Artificial Intelligence platform improves customer responsiveness in the formulations space.

Case Studies, Polymers and Plastics, All

AI-Guided Closed-loop Synthesis of Nanoparticles for Catalysis

Learn how Citrine worked with SLAC National Accelerator laboratory to optimize synthesis parameters for nanoparticles using an AI-guided closed-loop system in just 12 hours.

Case Studies, Metals and Glass, All

Rapidly Screen Polymers Using AI

Case Studies, Polymers and Plastics, All

AI-Driven Development of Additives for Carbon Fiber Manufacturing Process

Read how the Citrine Platform was used to develop new carbon fiber process additives with local ingredients in record time.

Case Studies, Formulations, All

Cleaner Beauty: Replacing petrochemicals with naturally-derived ingredients in skincare

Learn how the Citrine Platform accelerated reformulation of multiple skincare products with naturally derived ingredients at a consumer packaged goods manufacturer.

Case Studies, CPG

How Dorfner leverages AI to accelerate innovation and new product development

Founded in 1895, learn how Dorfner is using AI to enable better development across paints and coatings, composites, construction chemicals, plastics, and more.

Case Studies, Formulations, All

Fast Adoption, Fast Development of Multi-Layer Coatings

Development time of a complex product was cut by 50% and early success has generated momentum causing quicker than planned adoption of the platform.

Case Studies, Metals and Glass, All

3 Years of Autonomous Success in Process Optimization

Learn how our customer optimizes a welding process across a whole product range in record time.

Case Studies, Metals and Glass, All

Case Studies

Materials Categories

Formulations

Polymers and Plastics

Functional Materials

Metals and Glass

CPG

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