Chang Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Tomographic Reconstruction

Relative Entropy

Top Venues

IEEE Trans. Instrum. Meas.

Publications

Xu Dai, Naveed Alam, Chang Liu, Ali Nadjai, David Rush, Stephen Welch
"Scaling-up" fire spread on wood cribs to predict a large-scale travelling fire test using CFD. Adv. Eng. Softw. 189 (2024)
Jiangnan Xia, Godwin Enemali, Rui Zhang, Yalei Fu, Hugh McCann, Bin Zhou, Chang Liu
FPGA-Accelerated Distributed Sensing System for Real-Time Industrial Laser Absorption Spectroscopy Tomography at Kilo-Hertz. IEEE Trans. Ind. Informatics 20 (2) (2024)
Shi Zhang, Rui Zhang, Kai Yuan, Lu Yang, Chang Liu, Yuting Liu, Xumin Ni, Shuhua Xu
Reconstructing complex admixture history using a hierarchical model. Briefings Bioinform. 25 (2) (2024)
Yikai Xia, Jiangnan Xia, Di Xiao, Yuan Chen, Godwin Enemali, Chang Liu
A Portable Data Acquisition System for Online Wavelength Modulation Spectroscopy. I2MTC (2024)
Jingjing Si, Gengchen Fu, Xin Liu, Yinbo Cheng, Rui Zhang, Jiangnan Xia, Yalei Fu, Godwin Enemali, Chang Liu
A Spatially Progressive Neural Network for Locally/Globally Prioritized TDLAS Tomography. IEEE Trans. Ind. Informatics 19 (10) (2023)
Yalei Fu, Rui Zhang, Jiangnan Xia, Andrew Gough, Stuart Clark, Abhishek Upadhyay, Godwin Enemali, Ian Armstrong, Ihab Ahmed, Mohamed Pourkashanian, Paul Wright, Krikor B. Ozanyan, Michael Lengden, Walter Johnstone, Nick Polydorides, Hugh McCann, Chang Liu
Hybrid Model-Driven Spectroscopic Network for Rapid Retrieval of Turbine Exhaust Temperature. IEEE Trans. Instrum. Meas. 72 (2023)
Yunfan Jiang, Jingjing Si, Rui Zhang, Godwin Enemali, Bin Zhou, Hugh McCann, Chang Liu
CSTNet: A Dual-Branch Convolutional Neural Network for Imaging of Reactive Flows Using Chemical Species Tomography. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Rui Zhang, Jiangnan Xia, Hugh McCann, Chang Liu, Ihab Ahmed, Mohamed Pourkashanian, Andrew Gough, Ian Armstrong, Michael Lengden, Walter Johnstone
Miniature Modular Sensor for Chemical Species Tomography with Enhanced Spatial Resolution. IST (2023)
Yuan Chen, Chang Liu, Yunjie Yang, Mathieu Serge Lucquiaud, Jiabin Jia
Flooding Prognostic in Packed Columns Based on Electrical Capacitance Tomography and Convolution Neural Network. IEEE Trans. Instrum. Meas. 71 (2022)
Godwin Enemali, Rui Zhang, Hugh McCann, Chang Liu
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography. IEEE Trans. Ind. Electron. 69 (2) (2022)
Jingjing Si, Xin Liu, Yinbo Cheng, Chang Liu
Two-Step TDLAS Tomographic Reconstruction for Temperature Imaging. I2MTC (2022)
Jingjing Si, Gengchen Fu, Yinbo Cheng, Rui Zhang, Godwin Enemali, Chang Liu
A Quality-Hierarchical Temperature Imaging Network for TDLAS Tomography. IEEE Trans. Instrum. Meas. 71 (2022)
Yalei Fu, Rui Zhang, Godwin Enemali, Abhishek Upadhyay, Michael Lengden, Chang Liu
Convolutional Neural Network Aided Chemical Species Tomography for Dynamic Temperature Imaging. I2MTC (2022)
Jiangnan Xia, Godwin Enemali, Rui Zhang, Chang Liu
Cascade integrator comb filter-aided calibration-free Wavelength Modulation Spectroscopy Tomography. I2MTC (2022)
Jingjing Si, Guoliang Li, Yinbo Cheng, Rui Zhang, Godwin Enemali, Chang Liu
Hierarchical Temperature Imaging Using Pseudoinversed Convolutional Neural Network Aided TDLAS Tomography. IEEE Trans. Instrum. Meas. 70 (2021)
Yong Bao, Rui Zhang, Godwin Enemali, Zhang Cao, Bin Zhou, Hugh McCann, Chang Liu
Relative Entropy Regularized TDLAS Tomography for Robust Temperature Imaging. IEEE Trans. Instrum. Meas. 70 (2021)
Jingjing Si, Gengchen Fu, Rui Zhang, Chang Liu
A quality-hierarchical temperature imaging network for TDLAS tomography. I2MTC (2021)
Jingjing Si, Guoliang Li, Yinbo Cheng, Rui Zhang, Godwin Enemali, Chang Liu
Hierarchical Temperature Imaging Using Pseudo-Inversed Convolutional Neural Network Aided TDLAS Tomography. CoRR (2021)
Wanlu Zhang, Rui Zhang, Yalei Fu, Godwin Enemali, Jingjing Si, Chang Liu
Machine Leaning Based Wavelength Modulation Spectroscopy for Rapid Gas Sensing. I2MTC (2021)
Rui Zhang, Chang Liu, Kai Yuan, Xumin Ni, Yuwen Pan, Shuhua Xu
AdmixSim 2: a forward-time simulator for modeling complex population admixture. BMC Bioinform. 22 (1) (2021)
Jinyi Li, Ziwei Yu, Zhenhui Du, Yue Ji, Chang Liu
Standoff Chemical Detection Using Laser Absorption Spectroscopy: A Review. Remote. Sens. 12 (17) (2020)
Godwin Enemali, Rui Zhang, Hugh McCann, Chang Liu
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography. CoRR (2020)
Edward M. D. Fisher, Thomas Benoy, Gordon Humphries, David Wilson, Michael Lengden, Walter Johnstone, Hugh McCann, Stylianos-Alexios Tsekenis, Yunjie Yang, Andrea Chighine, Chang Liu, Nick Polydorides, Paul Wright, Juraj Kliment, Krikor B. Ozanyan
A Custom, High-Channel Count Data Acquisition System for Chemical Species Tomography of Aero-Jet Engine Exhaust Plumes. IEEE Trans. Instrum. Meas. 69 (2) (2020)
Lijun Xu, Jing Feng, Xiaolu Li, Chang Liu
Automatic Registration Method for TLS LiDAR Data and Image-Based Reconstructed Data. IEEE Geosci. Remote. Sens. Lett. 16 (3) (2019)
Godwin Enemali, Chang Liu, Nick Polydorides, Hugh McCann
A Quasi-Parallel DAQ Scheme for Wavelength Modulation Spectroscopy Tomography. IST (2019)
Chang Liu, Zhang Cao, Yuzhen Lin, Lijun Xu, Hugh McCann
Online Cross-Sectional Monitoring of a Swirling Flame Using TDLAS Tomography. IEEE Trans. Instrum. Meas. 67 (6) (2018)
Chang Liu, Lijun Xu, Zhang Cao, Yuzhen Lin
Reconstruction of two-dimensional temperature distribution in swirling flames using TDLAS-based tomography. I2MTC (2017)
Qianwei Qu, Lijun Xu, Zhang Cao, Chang Liu
Effects of views and spectral lines numbers on hyperspectral temperature distribution tomography. I2MTC (2016)
Chang Liu, Lijun Xu, Zhang Cao, Hugh McCann
Reconstruction of Axisymmetric Temperature and Gas Concentration Distributions by Combining Fan-Beam TDLAS With Onion-Peeling Deconvolution. IEEE Trans. Instrum. Meas. 63 (12) (2014)
Chang Liu, Lijun Xu, Zhang Cao
Measurement of axisymmetric temperature distributions using single view fan-beam TDLAS tomography. I2MTC (2013)