Concepedia

Jiaqi Jiang

JJ

21

Publications

1.4K

Citations

14

H-Index

2001

Active since

Affiliations

Stanford University(Current)

University of Liverpool

Xi'an Jiaotong University

Yunnan University

Google (United States)

Jiaqi Jiang is an author at Stanford University specializing in engineering, computer engineering, and deep learning.

Top concepts

EngineeringComputer EngineeringDeep LearningMachine LearningOptical PropertiesComputer-aided DesignChemistryPhotonicsApplied PhysicsInverse Problems

Publications per year

2001–2024

21

Publications

21

Global Optimization of Dielectric Metasurfaces Using a Physics-Driven Neural Network

Jiaqi Jiang, Jonathan A. Fan · Nano Letters · 2019 · 398 citations · Full text

Free-Form Diffractive Metagrating Design Based on Generative Adversarial Networks

Jiaqi Jiang, D. D. Sell, Stephan Hoyer et al. · ACS Nano · 2019 · 368 citations · Full text

Engineering, Machine Learning, Metamaterials +19

Simulator-based training of generative neural networks for the inverse design of metasurfaces

Jiaqi Jiang, Jonathan A. Fan · Nanophotonics · 2019 · 146 citations · Full text

Robust Freeform Metasurface Design Based on Progressively Growing Generative Networks

Fufang Wen, Jiaqi Jiang, Jonathan A. Fan · ACS Photonics · 2020 · 104 citations

Geometric Learning, Engineering, Machine Learning +20

High Speed Simulation and Freeform Optimization of Nanophotonic Devices with Physics-Augmented Deep Learning

Mingkun Chen, Robert Lupoiu, Chenkai Mao et al. · ACS Photonics · 2022 · 79 citations

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