3 papers
cs.CV2024
SEMU-Net: A Segmentation-based Corrector for Fabrication Process Variations of Nanophotonics with Microscopic Images
Rambod Azimi, Yijian Kong, Dusan Gostimirovic +2
Integrated silicon photonic devices, which manipulate light to transmit and process information on a silicon-on-insulator chip, are highly sensitive to structural variations. Minor…
cs.LG2023
Improving Fabrication Fidelity of Integrated Nanophotonic Devices Using Deep Learning
Dusan Gostimirovic, Yuri Grinberg, Dan-Xia Xu +1
Next-generation integrated nanophotonic device designs leverage advanced optimization techniques such as inverse design and topology optimization which achieve high performance and…
cs.ET2022
An Integrated Optical Circuit Architecture for Inverse-Designed Silicon Photonic Components
Richard Soref, Dusan Gostimirovic
In this work, we demonstrate a compact toolkit of inverse-designed topologically optimized silicon-photonic devices that are arranged in a plug-and-play fashion to realize many dif…