3 papers
cs.LG2026
Training deep physical neural networks with local physical information bottleneck
Hao Wang, Ziao Wang, Xiangpeng Liang +8
Deep learning has revolutionized modern society but faces growing energy and latency constraints. Deep physical neural networks (PNNs) are interconnected computing systems that dir…
physics.optics2024
Vector Angular Spectrum Model for light travelling in scattering media
Kaige Liu, Hengkang Zhang, Zeqi Liu +4
Strongly scattering media disrupt both the wavefront distribution and the polarization state of the incident light field. Controlling and effectively utilizing depolarization effec…
physics.optics2024
Photonic Landau levels in a high-dimensional frequency-degenerate cavity
Jing Pan, Zhaoyang Wang, Yuan Meng +3
Topological orders emerge in both microscopic quantum dynamics and macroscopic materials as a fundamental principle to characterize intricate properties in nature with vital signif…