3 papers
physics.optics2025
All Optical Classification Surpasses Cascaded Diffractive Networks through Dual Wavelength Differential Modulation within a Single Layer Architecture
Haoyu Wang, Yanmin Zhu, Tong Fu
Diffractive deep neural networks (D2NNs), which perform computation using light instead of electrons, offer a promising pathway toward accelerating artificial intelligence by lever…
q-bio.CB2025
Interplay of Electrostatic Interaction and Steric Repulsion between Bacteria and Gold Surface Influences Raman Enhancement
Jia Dong, Jeong Hee Kim, Isaac Pincus +4
Plasmonic nanostructures have wide applications in photonics including pathogen detection and diagnosis via Surface-Enhanced Raman Spectroscopy (SERS). Despite major role plasmonic…
cs.LG2024
Universal Spectral Transfer with Physical Prior-Informed Deep Generative Learning
Yanmin Zhu, Loza F. Tadesse
Spectroscopy is a powerful analytical technique for characterizing matter across physical and biological realms1-5. However, its fundamental principle necessitates specialized inst…