Particle Physics

Running Projects

• Probing tt̄ Bound-State Effects at Threshold with ML-Driven Unfolding

• Building Robust and Calibrated Generative Models to Detect Anomalies in Data

• Top Quark Reconstruction with Generative Models for Searches for Heavy Higgs Bosons and Top-Antitop Quark Bound States with the CMS Experiment

• Hardware-Portable Data Analysis Building Blocks for the High Luminosity LHC Era

• Normalizing Flows and Their Applications in Precision Physics and Applied Mathematics