2 papers
physics.ins-det2026
Fine-tuned Normalizing Flows for ALICE Zero Degree Calorimeter Fast Simulation
Emilia Majerz, Jacek Otwinowski, Witold Dzwinel +1
Simulating the ALICE Zero Degree Calorimeter (ZDC) neutron detector responses at the LHC is computationally expensive, requiring complex Monte Carlo chains. We develop a generative…
cs.LG2025
Inverse Autoregressive Flows for Zero Degree Calorimeter fast simulation
Emilia Majerz, Witold Dzwinel, Jacek Kitowski
Physics-based machine learning blends traditional science with modern data-driven techniques. Rather than relying exclusively on empirical data or predefined equations, this method…