百晓学者学者目录

聂磊

博士生导师、教授，湖北工业大学

精选作品

期刊论文

2026

自适应特征选择的BiLSTM-LSTM滚动轴承寿命预测研究

聂磊，徐诗奕，张吕凡，蔡文涛

《机械设计与制造》

2026

Optical Flow-Assisted Phase Retrieval for Unequal Phase-Shifting Interferometric Measurement

Qizhe Wu, Hang Zhao, Yifan Li, Zhengqiong Dong, Lei Nie, Jinlong Zhu

IEEE Photonics Technology Letters

DOI

2026

Multiresolution sparse decomposition for ultrasonic fault diagnosis in advanced packaging

Yifan Huang, Zixian Song, Hongdi Zhou, Lei Nie, Shuyong Liu, ZHANG Shuai, Guanglan Liao, Tielin Shi

Measurement Science and Technology

DOI

2026

Single-Snapshot Focus Variation Microscopy for High-Speed Topographic Optical Imaging

Xiangyu Zhao, Xianwen Huang, Dong Qiu, Zhengqiong Dong, Lei Nie, Jian Wang, Jinlong Zhu, Shiyuan Liu

IEEE Photonics Technology Letters

DOI

2026

High-accuracy object classification in droplet microfluidics using novel Ghost-EMA networks

Xian Jiang, Zihan Li, Zhiyong Liu, Lei Nie, Guanglan Liao, Tielin Shi

Measurement

DOI

2026

Nondestructive Detection of Capacitors Bonding Defects Combining Active Infrared Thermography and Improved YOLOv8

Yifan Huang, Zixian Song, Bo Sun, Lei Nie, Guanglan Liao, Tielin Shi

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Lateral-scanning through-focus microscopy for high-speed three-dimensional localization of subsurface defects

Mingyu Li, Xiangyu Zhao, Wenyu Chen, Zhengqiong Dong, Lei Nie, Hui Deng, Jian Wang, Jinlong Zhu

Optics Letters

DOI

2025

Characterizing lateral distribution of complex refractive index based on quantitative amplitude-phase imaging (QAPI)

Zhe Yu, Wenyu Chen, Jiamin Liu, Jiamin Liu, Zhang Jinsong, Honggang Gu, Honggang Gu, Zhengqiong Dong, Lei Nie, Hao Jiang, Hui Deng, Shiyuan Liu, Jinlong Zhu

Optics and Lasers in Engineering

DOI

2025

Flexible 3-D Pressure Sensor Based on PEI-Decorated Porous Sponge for Human Physiological Monitoring

Rongqin Cheng, Yifan Huang, Xuning Zhang, Bo Sun, Fangping Ye, Lei Nie, Guanglan Liao, Tielin Shi

IEEE Sensors Journal

DOI

2025

Moving sine average–based surface recovery method with enhanced noise resistance in white light interferometry

Zhengqiong Dong, Renlong Zhu, Zhao Hang, Yijun Xie, Jingyi Wang, Xuanze Wang, Jinlong Zhu, Lei Nie

Optical Engineering

DOI

2025

Remaining useful life prediction of lithium-ion battery based on AConvST-LSTM-Net-TL

Zihan Li, Jiaxi Li, Xiang Wang, Canwen Zhang, Lei Nie

Physica Scripta

DOI

2025

Cost-effective microfluidic flow cytometry for precise and gentle cell sorting

Canfeng Yang, Chunhua He, Huasheng Zhuo, Jianxin Wang, Tuying Yong, Lu Gan, Xiangliang Yang, Lei Nie, Shuang Xi, Zhiyong Liu, Guanglan Liao, Tielin Shi

Lab on a Chip

DOI

2024

Fault diagnosis of HVAC system with imbalanced data using multi-scale convolution composite neural network

Rouhui Wu, Yizhu Ren, Meng-Ying Tan, Lei Nie

Building Simulation

DOI

2024

Defect Diagnosis of Rigid Catenary System Based on Pantograph Vibration Performance

Meng-Ying Tan, Hai-Song Li, Lei Nie

Actuators

DOI

2024

Capacitor Array Bonding Defect Detection Based on Active Infrared Thermography

Yifan Huang, Qi Qin, Zixian Song, Lei Nie, Zhiyong Liu, Guanglan Liao, Bo Sun

International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)

DOI

2024

High-Precision Correction for Spatial Light Modulator Based on Quadriwave Lateral Shearing Interferometry

Zhengqiong Dong, Ren Xu, Xinqin Liu, Xianwen Huang, Xiangdong Zhou, Lei Nie, Jinlong Zhu

IEEE Photonics Technology Letters

DOI

2023

Sensor Fault Diagnosis, Isolation, and Accommodation for Heating, Ventilating, and Air Conditioning Systems Based on Soft Sensor

Lei Nie, Yizhu Ren, Rouhui Wu, Meng-Ying Tan

Actuators

DOI

2023

A new complex mapping method of neural networks used in sound source localization

Zeming Jian, Junhao Hu, Lei Nie, Mengran Liu

AIP Advances

DOI

2023

Optical Measurement of Photonic Nanostructures Based on Quantitative Phase Microscopy

Zedi Li, Yijun Xie, Renlong Zhu, Jingyi Wang, Zhengqiong Dong, Xiangdong Zhou, Lei Nie, Shiyuan Liu, Jinlong Zhu

Photonics & Electromagnetics Research Symposium (PIERS)

DOI

2023

Research on Fault Diagnosis of HVAC Systems Based on the ReliefF-RFECV-SVM Combined Model

Lei Nie, Rouhui Wu, Yizhu Ren, Mengying Tan

Actuators

DOI

2023

Multi-Head Attention Network with Adaptive Feature Selection for RUL Predictions of Gradually Degrading Equipment

Lei Nie, Shiyi Xu, Lvfan Zhang

Actuators

DOI

2022

电子装备特性分析以及关重件质量控制方法研究

钱淑丽，聂磊，曹颖

《电子质量》

2022

Condition-based monitoring and defect diagnosis of catenary system based on pantograph vibration

Meng-Ying Tan, Lei Nie, Feng-Shou Gu, Zuo-Lu Wang

Civil-Comp Conferences

DOI

2022

A sound source localization method based on improved second correlation time delay estimation

Mengran Liu, Qiang Zeng, Zeming Jian, Peng Yang, Lei Nie

Measurement Science and Technology

DOI

2022

Underwater target passive acoustic localization method based on Hanbury Brown–Twiss interference

Mengran Liu, Qiang Zeng, Zeming Jian, Lei Nie, Jun Tu

Sensor Review

DOI

2022

Remaining Useful Life Prediction of Milling Cutters Based on CNN-BiLSTM and Attention Mechanism

Lei Nie, Lvfan Zhang, Shiyi Xu, Wentao Cai, Haoming Yang

Symmetry

DOI

2022

Internal defect identification method of TSV 3D packaging based on built-in integrated sensor

Lei Nie, Yifan Huang, Yehan Yin, Mengran Liu, Lili Wu, Haoming Yang

Advances in Mechanical Engineering

DOI

2022

Remaining useful life prediction for rolling bearings based on similarity feature fusion and convolutional neural network

Lei Nie, Lvfan Zhang, Shiyi Xu, Wentao Cai, Haoming Yang

Journal of the Brazilian Society of Mechanical Sciences and Engineering

DOI

2022

Remaining Useful Life Prediction of Aeroengines Based on Multi-Head Attention Mechanism

Lei Nie, Shiyi Xu, Lvfan Zhang, Yehan Yin, Zhengqiong Dong, Xiangdong Zhou

Machines

DOI

2022

Sound Source Localization Based on Multi-Channel Cross-Correlation Weighted Beamforming

Mengran Liu, Junhao Hu, Qiang Zeng, Zeming Jian, Lei Nie

Micromachines

DOI

2021

Internal defects inspection of TSV 3D package based on thermal distribution analysis

Lei Nie, Yifan Huang, Mengran Liu

AIP Advances

DOI

2021

Fast and Accuracy Camera Calibration Based on Tsai Two-Step Method

Shaokang Tang, Zhengqiong Dong, Wei Feng, Qi Li, Lei Nie

International Conference on Mechatronics and Robotics Engineering (ICMRE)

DOI

2021

Research on “Cylinder‐Four‐Beam” Microstructure Improvement of MEMS Bionic Vector Hydrophone

Zeming Jian, Yifan Huang, Lei Nie, Mengran Liu, Guojun Zhang

Journal of Sensors

DOI

2019

Array MEMS Vector Hydrophone Oriented at Different Direction Angles

Mengran Liu, Lei Nie, Shanqiang Li, Wen Jia, Lansheng Zhang, Guojun Zhang, Wendong Zhang

Sensors

DOI

2019

Passive positioning of sound target based on HBT interference

Mengran Liu, Lei Nie, Shanqiang Li, Jia Wen

AIP Advances

DOI

2019

Simulation and Experimental Research on Underwater Target HBT Interference Positioning Method

Jing Zou, Lei Nie, Chuankai Jiang, Mengran Liu

IOP Conference Series Materials Science and Engineering

DOI

2018

Thermal analysis of interior defects in 3D-TSV based on thermoelectric coupling method

Chuan Kai Jiang, Lei Nie, Yu Ning Zhong, Sheng Zhang

IOP Conference Series Materials Science and Engineering

DOI

2018

Realization of a composite MEMS hydrophone without left-right ambiguity

Mengran Liu, Lei Nie, Guojun Zhang, Wendong Zhang, Jing Zou

Sensors and Actuators A Physical

DOI

2018

Thermal distribution analysis of inner defects in TSV

Chuan Kai Jiang, Lei Nie, Jia Wen, Yu Ning Zhong

E3S Web of Conferences

DOI

2018

Research of Space Positioning Method Based on Sound Field HBT Interference

Jing Zou, Lei Nie, Mengran Liu, Chuankai Jiang

MATEC Web of Conferences

DOI

2015

Research on the Effects of Process Parameters on Surface Roughness in Wet-Activated Silicon Direct Bonding Base on Orthogonal Experiments

Lei Nie, Huajing Li, Wenjing Xiang

Materials Science

DOI

2015

Using RBF networks for detection and prediction of flip chip with missing bumps

Guanglan Liao, Li Qun Du, Lei Su, Miao Zeng, Lei Nie, Tielin Shi

Microelectronics Reliability

DOI

预印本

2026

Using Normalized Spatial-Perception Network and Lifecycle-managed Counting Algorithm with SAW Microfluidic Platform for Real-Time Single-Particle Sorting Process Monitoring

Fan Li, Huasheng Zhuo, Xian Jiang, Leyan Li, zihan li, Jianxin Wang, Zhiyong Liu, Lei Nie, Guanglan Liao, Tielin Shi

SSRN Electronic Journal

DOI

研究方向

装备质量智能测控技术

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