no code implementations • 15 Sep 2022 • Phiala Shanahan, Kazuhiro Terao, Daniel Whiteson
The rapidly-developing intersection of machine learning (ML) with high-energy physics (HEP) presents both opportunities and challenges to our community.
no code implementations • 11 Mar 2022 • Alexander Bogatskiy, Sanmay Ganguly, Thomas Kipf, Risi Kondor, David W. Miller, Daniel Murnane, Jan T. Offermann, Mariel Pettee, Phiala Shanahan, Chase Shimmin, Savannah Thais
Physical theories grounded in mathematical symmetries are an essential component of our understanding of a wide range of properties of the universe.