Science Use-Cases

Machine Learning and Deep Learning are increasingly used to analyze scientific data, in fields as diverse as neuroscience, climate science and particle physics. In this page you will find links to examples of scientific use cases using deep learning at NERSC.

Examples of how machine learning is being used for science at NERSC

Science Use-Cases

We have assembled some examples of machine learning projects being carried out at NERSC, in most cases including links to the codebase. These cover a variety of science areas, and in many cases showcase the use of Tensorflow optimized for the KNL architecture.