Personal information

non-destructive testing; defect detection; composite materials; machine learning.
China

Activities

Education and qualifications (1)

Zhejiang University of Technology: Hangzhou, Zhejiang, CN

Education
Source: Self-asserted source
Kaixin Liu

Works (17)

Stable 3D Deep Convolutional Autoencoder Method for Ultrasonic Testing of Defects in Polymer Composites

Polymers
2024-05-31 | Journal article
Contributors: Yi Liu; Qing Yu; Kaixin Liu; Ningtao Zhu; Yuan Yao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Generative Deep Learning-Based Thermographic Inspection of Artwork

Sensors
2023-07-13 | Journal article
Contributors: Yi Liu; Fumin Wang; Zhili Jiang; Stefano Sfarra; Kaixin Liu; Yuan Yao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep Autoencoder Thermography for Defect Detection of Carbon Fiber Composites

IEEE Transactions on Industrial Informatics
2023-05 | Journal article
Contributors: Kaixin Liu; Mingkai Zheng; Yi Liu; Jianguo Yang; Yuan Yao
Source: check_circle
Crossref

Convolutional Neural Network-Based Machine Vision for Non-Destructive Detection of Flooding in Packed Columns

Sensors
2023-02-28 | Journal article
Contributors: Yi Liu; Yuxin Jiang; Zengliang Gao; Kaixin Liu; Yuan Yao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Convolutional Graph Thermography for Subsurface Defect Detection in Polymer Composites

IEEE Transactions on Instrumentation and Measurement
2022 | Journal article
Contributors: Kaixin Liu; Qing Yu; Yi Liu; Jianguo Yang; Yuan Yao
Source: check_circle
Crossref

Data-Augmented Manifold Learning Thermography for Defect Detection and Evaluation of Polymer Composites

Polymers
2022-12-29 | Journal article
Contributors: Kaixin Liu; Fumin Wang; Yuxiang He; Yi Liu; Jianguo Yang; Yuan Yao
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multiview Wasserstein generative adversarial network for imbalanced pearl classification

Measurement Science and Technology
2022-08-01 | Journal article
Contributors: Shuang Gao; Yun Dai; Yingjie Li; Kaixin Liu; Kun Chen; Yi Liu
Source: check_circle
Crossref

Manifold learning and segmentation for ultrasonic inspection of defects in polymer composites

Journal of Applied Physics
2022-07-14 | Journal article
Contributors: Kaixin Liu; Qing Yu; Weiyao Lou; Stefano Sfarra; Yi Liu; Jianguo Yang; Yuan Yao
Source: check_circle
Crossref

TriMap thermography with convolutional autoencoder for enhanced defect detection of polymer composites

Journal of Applied Physics
2022-04-14 | Journal article
Contributors: Yi Liu; Mingkai Zheng; Kaixin Liu; Yuan Yao; Stefano Sfarra
Source: check_circle
Crossref

Defining the Thermal Features of Sub-Surface Reinforcing Fibres in Non-Polluting Thermo–Acoustic Insulating Panels: A Numerical–Thermographic–Segmentation Approach

Infrastructures
2021-09-10 | Journal article
Contributors: Kaixin Liu; Stefano Perilli; Arsenii O. Chulkov; Yuan Yao; Mohammed Omar; Vladimir Vavilov; Yi Liu; Stefano Sfarra
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Enhanced Defect Detection in Carbon Fiber Reinforced Polymer Composites via Generative Kernel Principal Component Thermography

Polymers
2021-03 | Journal article | Author
Contributors: Kaixin Liu; Zhengyang Ma; Yi Liu; Jianguo Yang; Yuan Yao
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Generative Principal Component Thermography for Enhanced Defect Detection and Analysis

IEEE Transactions on Instrumentation and Measurement
2020 | Journal article
Part of ISSN: 0018-9456
Part of ISSN: 1557-9662
Source: Self-asserted source
Kaixin Liu

Spatial-Neighborhood Manifold Learning for Nondestructive Testing of Defects in Polymer Composites

IEEE Transactions on Industrial Informatics
2020-07 | Journal article
Part of ISSN: 1551-3203
Part of ISSN: 1941-0050
Source: Self-asserted source
Kaixin Liu

Robust Soft Sensor with Deep Kernel Learning for Quality Prediction in Rubber Mixing Processes

Sensors
2020-01-27 | Journal article
Contributors: Shuihua Zheng; Kaixin Liu; Yili Xu; Hao Chen; Xuelei Zhang; Yi Liu
Source: check_circle
Crossref

Independent component thermography for non-destructive testing of defects in polymer composites

Measurement Science and Technology
2019 | Journal article
Source: Self-asserted source
Kaixin Liu

Non-destructive defect evaluation of polymer composites via thermographic data analysis: A manifold learning method

Infrared Physics & Technology
2019 | Journal article
Source: Self-asserted source
Kaixin Liu

Soft Sensing of Silicon Content via Bagging Local Semi-Supervised Models

Sensors
2019-09-03 | Journal article
Part of ISSN: 1424-8220
Source: Self-asserted source
Kaixin Liu
grade
Preferred source (of 2)‎

Peer review (1 review for 1 publication/grant)

Review activity for NDT & E international. (1)