NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric
Photonic Device Simulation

NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation

19 September 2022

Duane S. Boning

Papers citing "NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation"

9 / 9 papers shown

Title
MAPS: Multi-Fidelity AI-Augmented Photonic Simulation and Inverse Design Infrastructure Pingchuan Ma Zhengqi Gao Meng Zhang Haoyu Yang Mark Ren Rena Huang Duane S. Boning Jiaqi Gu 41 0 0 02 Mar 2025
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices Hanqing Zhu Wenyan Cong Guojin Chen Shupeng Ning Ray T. Chen Jiaqi Gu D. Pan 21 1 0 05 Nov 2024
Separable Operator Networks Xinling Yu S. Hooten Z. Liu Yequan Zhao M. Fiorentino T. Van Vaerenbergh Zheng-Wei Zhang 41 4 0 15 Jul 2024
PIC2O-Sim: A Physics-Inspired Causality-Aware Dynamic Convolutional Neural Operator for Ultra-Fast Photonic Device FDTD Simulation Pingchuan Ma Haoyu Yang Zhengqi Gao Duane S. Boning Jiaqi Gu 29 3 0 24 Jun 2024
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators Chenkai Mao Robert Lupoiu Tianxiang Dai Mingkun Chen Jonathan A. Fan AI4CE 24 4 0 02 May 2024
Neural Operators for Accelerating Scientific Simulations and Design Kamyar Azzizadenesheli Nikola B. Kovachki Zong-Yi Li Miguel Liu-Schiaffini Jean Kossaifi Anima Anandkumar AI4CE 26 121 0 27 Sep 2023
Neural oscillators for generalization of physics-informed machine learning Taniya Kapoor Abhishek Chandra D. Tartakovsky Hongrui Wang Alfredo Núñez R. Dollevoet AI4CE 16 10 0 17 Aug 2023
Multiwavelet-based Operator Learning for Differential Equations Gaurav Gupta Xiongye Xiao P. Bogdan 124 200 0 28 Sep 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,272 0 18 Oct 2020