Polls are now open for the 2025 HPCwire Readers’ Choice Awards. Polls will remain open for only two weeks, so don’t wait – cast your ballot today for work done by one of CAII and NCSA’s affiliates, Mark Neubauer and team!
Mark and his team have submitted work done in collaboration with the University of Illinois and the National Center for Supercomputing Applications (NCSA)
They are listed under “17. Top HPC-Enabled Scientific Achievement”
Researchers from the University of Illinois used National Center for Supercomputing Applications (NCSA) resources to perform a detailed analysis of DNN-based top quark taggers using neural activation patterns and other new Explainable AI tools they had developed. This led to the creation of the Particle Flow Interaction Network, a powerful new AI model that has outperformed previous tools. This work on Evidential Deep Learning led to more performant, interpretable, and model-independent anomaly detection for future scientific discovery.
Make your voice heard! Submit your vote for the Particle Flow Interaction Network at The HPCwire Readers’ Choice Awards now!
Polling closes at 11:59 PM PDT on October 3, 2025, followed by winner notifications.
VOTE NOW!