Yingheng Tang

Generative Deep Learning Model for Inverse Design of Integrated Nanophotonic Devices

Yingheng Tang, Keisuke Kojima, Toshiaki Koike‐Akino et al. · Laser & Photonics Review · 2020 · 86 citations

Photonics, Engineering, Integrated Nanophotonic Devices +15

Deep Neural Networks for Inverse Design of Nanophotonic Devices

Keisuke Kojima, Mohammad H. Tahersima, Toshiaki Koike‐Akino et al. · Journal of Lightwave Technology · 2021 · 54 citations

Photonics, Deep Neural Networks, Engineering +15

Physics-informed recurrent neural network for time dynamics in optical resonances

Yingheng Tang, Jichao Fan, Xinwei Li et al. · Nature Computational Science · 2022 · 46 citations

Physics, Physic Aware Machine Learning, Computational Neuroscience +6

Physics‐Aware Machine Learning and Adversarial Attack in Complex‐Valued Reconfigurable Diffractive All‐Optical Neural Network

Ruiyang Chen, Yingjie Li, Minhan Lou et al. · Laser & Photonics Review · 2022 · 27 citations

Artificial Intelligence, Optical Design, Optical Hardware +22

Stacking the Deck for Efficiency: RF- to Millimeter-Wave Stacked CMOS SOI Power Amplifiers

Jie Cui, Sultan R. Helmi, Yingheng Tang et al. · IEEE Microwave Magazine · 2016 · 20 citations

Low-power Electronics, Wireless Communications, Electrical Engineering +13