Yipeng Zang

Machine Learning-Assisted Design Automation of Integrated Photonic Devices

2025

Photonic inverse design has emerged as a trans-formative approach in the development of integrated photonic devices. The inverse design process primarily relies on two key steps: electromagnetic simulation and optimization algorithms. However, traditional numerical methods …