He Ming Yao - Publications, H-index & Citations

He Ming Yao

tsinghua university

18H指数

53论文数

1.1K被引数

收录论文 10

发表时间

Deep Learning Approach for Microwave Imaging Based on Deep Convolutional Asymmetric Encoder-Decoder Structure and Physics-Induced Loss 基于深度卷积非对称编解码结构及物理诱导损失的微波成像深度学习方法

IEEE Transactions on Computational Imaging

IF4.8

2026-06-12

PREAI

He Ming Yao; Shiji Song; Michael Kwok Po NG; Lijun Jiang

Deep Learning-Based Fast Full-Wave Electromagnetic Forward Solver Using Physics-Induced Loss

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2024-09-01

PREAI

Guo, Xingyue; Yao, He Ming; Liu, Yuanan; Ng, Michael

Enhanced Deep Learning Approach for Electromagnetic Forward Modeling of Dielectric Target Within the Wide Frequency Band Using Deep Residual Convolutional Neural Network 基于深度残差卷积神经网络的宽频带介电目标电磁正演增强深度学习方法

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2024-06-01

PREAI

Yao, He Ming; Zhang, Huan Huan; Jiang, Lijun; Ng, Michael

Fast Full-Wave Electromagnetic Forward Solver Based on Deep Conditional Convolutional Autoencoders

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2023-04-01

PREAI

Zhang, Huan Huan; Yao, He Ming; Jiang, Lijun; Ng, Michael

Joint Inversion of Audio-Magnetotelluric and Seismic Travel Time Data With Deep Learning Constraint

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2021-09-01

PREAI

Guo, Rui; Yao, He Ming; Li, Maokun; Ng, Michael Kwok Po; Jiang, Lijun; Abubakar, Aria

Enhanced Deep Learning Approach Based on the Deep Convolutional Encoder-Decoder Architecture for Electromagnetic Inverse Scattering Problems

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2020-07-01

PREAI

Yao, He Ming; Jiang, Lijun; Sha, Wei E. I.

Enhanced PML Based on the Long Short Term Memory Network for the FDTD Method

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Yao, He Ming; Jiang, Lijun

Two-Step Enhanced Deep Learning Approach for Electromagnetic Inverse Scattering Problems

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2019-11-01

108

PREAI

Yao, He Ming; Sha, Wei E. I.; Jiang, Lijun

Applying Deep Learning Approach to the Far-Field Subwavelength Imaging Based on Near-Field Resonant Metalens at Microwave Frequencies

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Yao, He Ming; Li, Min; Jiang, Lijun

Machine-Learning-Based PML for the FDTD Method

IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS

IF4.8

2019-01-01

PREAI

Yao, He Ming; Jiang, Lijun

研究方向