Patented Technology Accelerates Reformulation
7 years’ experience of working in formulation development has resulted in patented technology to accelerate reformulation.
7 years’ experience of working in formulation development has resulted in patented technology to accelerate reformulation.
Supporting families and professional growth during a challenging year.
Citrine has quantified uncertainty in DFT property calculations as part of a project funded by the US Department of Energy and with collaborators from Olin College and MolSSI.
September 4, 2020 – Citrine Informatics is expanding its operations to the European Union. By doing so, Citrine aims to collaborate more effectively with its existing and future European customers as they utilize Citrine’s award-winning AI and smart data management platform. “Citrine has partnered with industry leaders in Europe like Michelin, LANXESS, and AGC Glass […]
Artificial Intelligence is a powerful tool with enormous potential business benefits. However, in the materials and chemicals industries, there are unique challenges to overcome. 1. Small Data “BIG DATA” is a phrase commonly associated with AI and machine learning. Companies with millions of customers or thousands of sensors can quickly and cheaply amass billions of […]
To kick off our blog, we’ll start with the fundamentals. Materials informatics is the application of data science, machine learning, and scientific domain knowledge to gain novel scientific, processing, or business insights. Let’s break down the three components of a successful materials informatics initiative. Smart Data Infrastructure A smart data infrastructure is crucial as AI […]
Synthesizing and testing new material samples can take months and cost tens of thousands of dollars. Physics-based modeling techniques, such as Density Functional Theory (DFT) are cheaper and quicker. However, these require a large amount of computational power and can still take days. Running a machine learning model takes seconds to minutes and can predict […]