2 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…