2 papers
stat.AP2026
Calibrating the Brody exponent as a quantitative measure of short-range exclusion in 2D spatial point processes
Dawid Kucharski
The Brody distribution, originally a phenomenological interpolation between Poisson and Wigner level-spacing statistics in quantum chaos, is calibrated here as a quantitative measu…
physics.app-ph2025
Multi-Task Deep Learning for Surface Metrology
D. Kucharski, A. Gaska, T. Kowaluk +9
A reproducible deep learning framework is presented for surface metrology to predict surface texture parameters together with their reported standard uncertainties. Using a multi-i…