activity
20212026
most citedDeep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces

9 citations · 17 across the 5 of their papers we have counts for

collaborators

5 papers

cs.AI2026★ 2 cited

A Self-Evolving Agentic Framework for Metasurface Inverse Design

Yi Huang, Bowen Zheng, Yunxi Dong +4

Metasurface inverse design can realize complex optical functionality, but turning a target optical response into executable optimization code still requires substantial expertise i…

physics.comp-ph2025★ 6 cited

MCP-Enabled LLM for Meta-optics Inverse Design: Leveraging Differentiable Solver without LLM Expertise

Yi Huang, Bowen Zheng, Yunxi Dong +5

Automatic differentiation (AD) enables powerful metasurface inverse design but requires extensive theoretical and programming expertise. We present a Model Context Protocol (MCP) a…

physics.optics2023

High-fidelity achromatic metalens imaging via deep neural network

Yunxi Dong, Bowen Zheng, Hang Li +4

Meta-optics are attracting intensive interest as alternatives to traditional optical systems comprising multiple lenses and diffractive elements. Among applications, single metalen…

eess.SY2023

A holistically 3D-printed flexible millimeter-wave Doppler radar: Towards fully printed high-frequency multilayer flexible hybrid electronics systems

Hong Tang, Yingjie Zhang, Bowen Zheng +6

Flexible hybrid electronics (FHE) is an emerging technology enabled through the integration of advanced semiconductor devices and 3D printing technology. It unlocks tremendous mark…

physics.optics2021★ 9 cited

Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces

Sensong An, Bowen Zheng, Mikhail Y. Shalaginov +13

Metasurfaces have provided a novel and promising platform for the realization of compact and large-scale optical devices. The conventional metasurface design approach assumes perio…