15 citations · 16 across the 3 of their papers we have counts for
3 papers
hep-th2025★ 1 cited
A Two-Phase Perspective on Deep Learning Dynamics
Robert de Mello Koch, Animik Ghosh
We propose that learning in deep neural networks proceeds in two phases: a rapid curve fitting phase followed by a slower compression or coarse graining phase. This view is support…
physics.optics2024
Laguerre-Gaussian modes become elegant after an azimuthal phase modulation
Vasilios Cocotos, Light Mkhumbuza, Kayn A. Forbes +3
Laguerre-Gaussian (LG) modes are solutions of the paraxial Helmholtz equation in cylindrical coordinates and are associated with light fields carrying orbital angular momentum (OAM…
cond-mat.str-el2003★ 15 cited
Ferromagnetic coupling and magnetic anisotropy in molecular Ni(II) squares
R. Koch, O. Waldmann, P. Mueller +2
We investigated the magnetic properties of two isostructural Ni(II) metal complexes [Ni4Lb8] and [Ni4Lc8]. In each molecule the four Ni(II) centers form almost perfect regular squa…