Mr. Jiaqi Jiang Profile

Jiaqi Jiang

EE PHD

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Publications (3)

Proceedings Article | 5 March 2022 Presentation + Paper

WaveY-Net: physics-augmented deep-learning for high-speed electromagnetic simulation and optimization

Mingkun Chen, Robert Lupoiu, Chenkai Mao, Der-Han Huang, Jiaqi Jiang, Philippe Lalanne, Jonathan Fan

Proceedings Volume 12011, 120110C (2022) https://doi.org/10.1117/12.2612418

KEYWORDS: Magnetism, Computer simulations, Maxwell's equations, Dielectrics, Silicon, Electromagnetism, Electromagnetic simulation, Data modeling, Neural networks, Systems modeling

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Proceedings Article | 5 March 2021 Presentation

Reparametrization to incorporate constraints in the inverse design of nanophotonic devices

Mingkun Chen, Jiaqi Jiang, Jonathan Fan

Proceedings Volume 11695, 1169514 (2021) https://doi.org/10.1117/12.2578812

KEYWORDS: Nanophotonics

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Proceedings Article | 5 March 2021 Presentation

Global optimization networks for inverse design of photonic devices

Jiaqi Jiang, Jonathan Fan

Proceedings Volume 11695, 1169510 (2021) https://doi.org/10.1117/12.2578771

KEYWORDS: Neural networks, Network architectures, Thin films, Photonic devices, Optical filters

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