Inverse design of nanophotonic devices enabled by optimization algorithms and deep learning: recent achievements and future prospects
Nanophotonics, which explores significant light–matter interactions at the nanoscale, has
facilitated significant advancements across numerous research fields. A key objective in this …
facilitated significant advancements across numerous research fields. A key objective in this …
Hybrid neural network-powered inverse design for implementing a highly efficient multimode interference coupler
M Luo, C Wang, SS Lee - Optics Express, 2024 - opg.optica.org
Multimode interference couplers have been increasingly utilized in a variety of photonic
scenarios. However, manually designing a coupler with sufficiently high coupling efficiency …
scenarios. However, manually designing a coupler with sufficiently high coupling efficiency …