2 papers
cs.AI2026
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-ph2026
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…