High Speed Simulation and Freeform Optimization of Nanophotonic Devices with Physics-Augmented Deep Learning
Author:
Affiliation:
1. Department of Electrical Engineering, Stanford University, Stanford, California94305, United States
2. Laboratoire Photonique, Institut d’Optique Graduate School, Université Bordeaux, Bordeaux, 33400, France
Funder
Air Force Office of Scientific Research
Stanford University
David and Lucile Packard Foundation
Advanced Research Projects Agency - Energy
National Aeronautics and Space Administration
Publisher
American Chemical Society (ACS)
Subject
Electrical and Electronic Engineering,Atomic and Molecular Physics, and Optics,Biotechnology,Electronic, Optical and Magnetic Materials
Link
https://pubs.acs.org/doi/pdf/10.1021/acsphotonics.2c00876
Reference83 articles.
1. Antenna Design by Simulation-Driven Optimization
2. Simulation of a phased-array antenna in waveguide
3. Large-scale nanophotonic phased array
4. Flat optics with designer metasurfaces
5. Large-Angle, Multifunctional Metagratings Based on Freeform Multimode Geometries
Cited by 33 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Out-of-Distribution Domain Exploration by a Multifidelity Deep Learning Model to Estimate Electromagnetic Responses of Metasurfaces;IEEE Transactions on Antennas and Propagation;2024-09
2. Deep-learning design of electronic metasurfaces in graphene for quantum control and Dirac electron holography;APL Machine Learning;2024-08-09
3. Large-scale photonic inverse design: computational challenges and breakthroughs;Nanophotonics;2024-06-07
4. Advancing materials science through next-generation machine learning;Current Opinion in Solid State and Materials Science;2024-06
5. Analog Optical Correlation Augmented by Mie-Resonant Metasurfaces;ACS Photonics;2024-05-29
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3