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Top 10 Challenges in Artificial Intelligence for Materials and Chemicals
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”...
What We've Learned
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What is Materials Informatics?
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,...
Demystification
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Machine Learning and Physics-Based Modeling Hand-in-Hand
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....
Notes on Successful Projects