The Intelligent Design of Silicon Photonic Devices
Z Li, Z Zhou, C Qiu, Y Chen, B Liang… - Advanced Optical …, 2024 - Wiley Online Library
Photonic devices based on silicon waveguides are essential to versatile high‐performance
and low‐cost photonic integrated systems. Extremely complex silicon photonic devices with …
and low‐cost photonic integrated systems. Extremely complex silicon photonic devices with …
Deep neural network-based phase calibration in integrated optical phased arrays
Calibrating the phase in integrated optical phased arrays (OPAs) is a crucial procedure for
addressing phase errors and achieving the desired beamforming results. In this paper, we …
addressing phase errors and achieving the desired beamforming results. In this paper, we …
Semi‐Supervised Learning Leveraging Denoising Diffusion Probabilistic Models for the Characterization of Nanophotonic Devices
Albeit the recent successful demonstrations of nanophotonic device designs leveraging data‐
driven supervised learning methods, several challenges still remain. One of the primary …
driven supervised learning methods, several challenges still remain. One of the primary …
Ultra-compact power splitting higher-order mode pass filter based on inverse design method
J Chen, W Pan, Y Cheng, X Du, T Shi, C Ji - Optics Communications, 2024 - Elsevier
Higher-order mode pass filters and power splitters are indispensable components in mode
division multiplexing (MDM) systems. In this work, we report a higher-order mode pass filter …
division multiplexing (MDM) systems. In this work, we report a higher-order mode pass filter …
Inverse design of high efficiency and large bandwidth power splitter for arbitrary power ratio based on deep residual network
J Wen, Z Wu, H Zhang, Q Wang, H Yu, Y Zhang… - Optical and Quantum …, 2024 - Springer
In this research, we propose the deep Residual Network to realize the inverse design of a
low loss 1× 3 port power splitter with an area of 2.6× 2.6 μm2 on a standard silicon-on …
low loss 1× 3 port power splitter with an area of 2.6× 2.6 μm2 on a standard silicon-on …
Inverse Optical Waveguide Analysis: Leveraging Intensity Distributions to Infer Waveguide Structures
PJ Chiang - IEEE Photonics Technology Letters, 2024 - ieeexplore.ieee.org
We present an innovative approach for optical waveguide analysis using inverse design,
focusing on achieving desired mode or intensity distributions. This method overcomes the …
focusing on achieving desired mode or intensity distributions. This method overcomes the …
On-chip photonic artificial intelligence accelerator
We propose an on-chip photonic accelerator scheme fabricable with CMOS-compatible
processes. Spiral waveguide-based MZI meshes and nonlinear activation functions are …
processes. Spiral waveguide-based MZI meshes and nonlinear activation functions are …
Inverse Design of Ultra-Compact Silicon Add-Drop Filter Using Topology Optimization
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Inverse Design of
Ultra-Compact Silicon Add-Drop Filter Using Topology Optimization Jae-Yong Kim, Muhammad …
Ultra-Compact Silicon Add-Drop Filter Using Topology Optimization Jae-Yong Kim, Muhammad …
A New Way to Define Optimization Targets for Inverse Design
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 A New Way
to Define Optimization Targets for Inverse Design Berkay Neseli, Junhyeong Kim, Jae-Yong …
to Define Optimization Targets for Inverse Design Berkay Neseli, Junhyeong Kim, Jae-Yong …
Self-training of nanophotonic electromagnetic simulator leveraging generative models
We propose a self-training process of an electromagnetic simulator implemented with
generative models. Nanophotonic structures are generated without time-consuming …
generative models. Nanophotonic structures are generated without time-consuming …