87 citations · 571 across the 34 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
cs.LG2026
Physics-Informed Self-Supervised Learning for Joint Wire Calibration and Interaction Position Reconstruction in Multi-Wire Parallel Plate Avalanche Counters
Antoine Lemasson, Maurycy Rejmund
Scientific instruments require accurate calibration to convert detector signals into reliable physical observables. Conventional calibration procedures typically rely on dedicated…
cs.LG2026
Self-Supervised Calibration of Scientific Instruments Using Physical Consistency Constraints
M. Rejmund, A. Lemasson
Calibration remains one of the principal obstacles to the deployment of machine learning in scientific instrumentation because it typically relies on expert intervention, dedicated…