3 papers
hep-ex2026
High-precision measurement of the space-like transition form factor
BESIII Collaboration, M. Ablikim, M. N. Achasov +779
Using a data sample corresponding to an integrated luminosity of , collected with the BESIII detector at a center-of-mass energy of at the…
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…
cs.LG2025
Energy-Efficient Deep Learning Without Backpropagation: A Rigorous Evaluation of Forward-Only Algorithms
PrzemysÅaw Spyra, Witold Dzwinel
The long-held assumption that backpropagation (BP) is essential for state-of-the-art performance is challenged by this work. We present rigorous, hardware-validated evidence that t…