2 papers
nlin.AO2025
Optimizing disorder with machine learning to harness synchronization
Jun-Yin Huang, Zheng-Meng Zhai, Vassilios Kovanis +1
Disorder is often considered detrimental to coherence. However, under specific conditions, it can enhance synchronization. We develop a machine-learning framework to design optimal…
physics.comp-ph2024
Deep-learning design of graphene metasurfaces for quantum control and Dirac electron holography
Chen-Di Han, Li-Li Ye, Zin Lin +2
Metasurfaces are sub-wavelength patterned layers for controlling waves in physical systems. In optics, meta-surfaces are created by materials with different dielectric constants an…