2 papers
cs.LG2026
Mean-Field Model for Two-Layer Neural Networks Trained with Consensus-Based Optimization
William De Deyn, Michael Herty, Giovanni Samaey
We study Consensus-Based Optimization (CBO) for two-layer neural network training. We compare the performance of CBO against Adam on two test cases and demonstrate how a hybrid app…
math.NA2025
A noise-robust Monte Carlo method for electric field calculations in EMC3
William De Deyn, Ruben De Wolf, Vince Maes +1
EMC3 is a state-of-the-art 3D Monte Carlo code for plasma edge transport in stellarator configurations, but it does not yet treat the drift self-consistently. Computin…