AI/ML R&D Applications

The Science-based Artificial Intelligence and Machine Learning Institute (SAMI) is leveraging science-based models, artificial intelligence and machine learning (AI/ML) methods, data analytics, and high-performance computing to accelerate applied technology development for clean, efficient, and affordable energy production and utilization.

Interactive matrices have been developed for seven major strategic research areas to demonstrate AI/ML approaches for research and development applications including supervised learning, unsupervised learning, deep learning, ensemble learning, and science-based learning.

These matrices should be viewed as a representative sample of the types of AI/ML applications. It is by no means a comprehensive list.