Equivariant and Physics-Informed ML

In high energy physics (HEP), jets are collections of correlated particles produced ubiquitously in particle collisions such as those …

James Madison University (Virtual)

Graph-based networks, with their ability to handle sparse, permutation invariant data with complex geometries, have recently proven …

We develop a graph generative adversarial network to generate sparse data sets like those produced at the CERN Large Hadron Collider …