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 · 90 citations

Engineering, Computer Engineering, Electrical Engineering +14

Deep Neural Networks for Inverse Design of Nanophotonic Devices

Keisuke Kojima, Mohammad H. Tahersima, Toshiaki Koike–Akino et al. · Journal of Lightwave Technology · 2021 · 57 citations

Computing, Computational Design, Computer Science +15

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

Yingheng Tang, Jichao Fan, Xinwei Li et al. · Nature Computational Science · 2022 · 47 citations

Natural Sciences, Mathematics, Physics +16

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 · 32 citations

Computing, Computer Science, Physics +16

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

Engineering, Electrical Engineering, Microelectronics +16