Nevertheless, these algorithms need to design the weight vectors, which has significant effects on the performance of the algorithms. In particular, when the Pareto front of problems is incomplete, ...

Abstract: In this article, we implement three types of data-driven algorithms for the inverse design of the polarization rotator (PR) unit cell. Toward this end, a novel configuration pattern of the ...

2025.05 🎉🎉 "Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery" accepted as workshop paper at GECCO 2025! 2025.05 🎉🎉 "BLADE: Benchmark Suite for LLM-Driven ...