Eli Shlizerman

HALO: A Physics-Aware LLM Agent Framework for Nanophotonic Design

HALO is introduced, a physics-aware framework that couples language-model planners with typed design specifications, electromagnetic simulation, diagnostic evaluation, and optional reuse of prior failure trajectories in an iterative design loop to clarify the tradeoffs between explicit interfaces, autonomous execution,...