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
Varied material classes – same success
Materials Categories
Functional Materials
Machine Learning Accelerates Materials Development
Learn how Citrine's platform supported Panasonic as it developed new organic semiconductors.
Metals
First to Market – High-strength 3D Printable Aluminum Alloy
Learn how HRL reduced development time from years to days using the Citrine Platform.
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.
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.
Glass
Machine Learning accelerates research
Learn how data-driven assessments of research portfolio drive R&D strategy at glass manufacturer.
Plastics
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.
Increased Customer Responsiveness
Learn how Citrine's Artificial Intelligence platform improves customer responsiveness in the formulations space.
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.
Formulations
Solvent Blend Discovery Accelerated
Learn how Showa Denko used Citrine's Artificial Intelligence platform to accelerate discovery of solvent blends.
Better tailor-made formulations, quicker
Learn how Citrine's Artificial Intelligence platform enabled a 21% improvement in polymer mechanical properties in just 6 months.
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.
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.
All Case Studies
Better tailor-made formulations, quicker
Learn how Citrine's Artificial Intelligence platform enabled a 21% improvement in polymer mechanical properties in just 6 months.
First to Market – High-strength 3D Printable Aluminum Alloy
Learn how HRL reduced development time from years to days using the Citrine Platform.
Machine Learning Accelerates Materials Development
Learn how Citrine's platform supported Panasonic as it developed new organic semiconductors.
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.
Solvent Blend Discovery Accelerated
Learn how Showa Denko used Citrine's Artificial Intelligence platform to accelerate discovery of solvent blends.
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.
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.
Machine Learning accelerates research
Learn how data-driven assessments of research portfolio drive R&D strategy at glass manufacturer.
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.
Increased Customer Responsiveness
Learn how Citrine's Artificial Intelligence platform improves customer responsiveness in the formulations space.
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.
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.
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.