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Chang Liu 0059
Person information
- affiliation: University of Edinburgh, School of Engineering, UK
- affiliation (2016 - 2018): Empa Materials Science and Technology, Dubendorf, Switzerland
- affiliation (PhD 2016): Beihang University, School of Instrumentation and Opto-Electronic Engineering, Beijing, China
Other persons with the same name
- Chang Liu — disambiguation page
- Chang Liu 0001
— Beijing Institute of Technology, School of Computer Science and Technology, China (and 1 more) - Chang Liu 0002
— Peking University, Department of Advanced Manufacturing and Robotics, Beijing, China (and 2 more) - Chang Liu 0003
— La Trobe University, Department of Computer Science and Information Technology, Melbourne, VIC, Australia (and 3 more) - Chang Liu 0004
— Purdue University, Video and Image Processing Laboratory (VIPER), West Lafayette, IN, USA - Chang Liu 0005
— Chengdu University, College of Information Science and Technology, Chengdu, China - Chang Liu 0006
— Chinese Academy of Sciences, Institute of Electronics, State Key Laboratory of Transducer Technology, Beijing, China (and 2 more) - Chang Liu 0007
— Peking University, Department of Information Management, Beijing, China (and 1 more) - Chang Liu 0008
— Guangdong University of Technology, School of Information Engineering, China (and 1 more) - Chang Liu 0009
— Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China (and 1 more)
- Chang Liu 0010
— University of Stuttgart, Institute of Computer Architecture and Computer Engineering, Germany - Chang Liu 0011
— Harbin Institute of Technology, Department of Computer Science, China - Chang Liu 0012
— Dongguan University of Technology, School of Electronic Engineering, China - Chang Liu 0013
— Northeast Forestry University, College of Engineering and Technology, Centre for Forest Operations and Environment, Harbin, China - Chang Liu 0014
— North China Electric Power University, Department of Electric Engineering, Baoding, China - Chang Liu 0015
— University of Melbourne, Australia - Chang Liu 0016
— China University of Mining and Technology, School of Mechatronic Engineering, Xuzhou, China - Chang Liu 0017 — Chongqing University of Posts and Telecommunications, Chongqing Key Laboratory of Computational Intelligence, China
- Chang Liu 0018 — Jianghan University, Department of Logistics and Information Management, China
- Chang Liu 0019
— National University of Defense Technology, Institute of Microelectronics, School of Computer Science, Changsha, China - Chang Liu 0020
— Guangdong University of Technology, School of Automation, Guangdong Key Laboratory of IoT Information Technology, Guangzhou, China - Chang Liu 0021
— University of California, Berkeley, Department of EECS, CA, USA (and 2 more) - Chang Liu 0022
— Northeastern University, Department of Mechanical and Industrial Engineering, Boston, MA, USA - Chang Liu 0023
— Huazhong University of Science and Technology, Wuhan, China - Chang Liu 0024
— ShanghaiTech University, School of Information Science and Technology, Shanghai, China - Chang Liu 0025
— Beijing Institute of Spacecraft Environment Engineering, China - Chang Liu 0026
— Beijing Information Science and Technology University, Institute of Applied Mathematics, Beijing, China - Chang Liu 0027 — Northern Illinois University, College of Business, Dekalb, IL, USA
- Chang Liu 0028
— Ohio University, Athens, OH, USA (and 1 more) - Chang Liu 0029 — University of Toronto, Canada
- Chang Liu 0030
— Microsoft Research AI4Science, Beijing, China (and 2 more) - Chang Liu 0031 — Carnegie Mellon University, Pittsburgh, PA, USA
- Chang Liu 0032 — Northwestern University, Evanston, IL, USA
- Chang Liu 0033
— University of Massachusetts Lowell, MA, USA - Chang Liu 0034 — Broadcom Corporation, Irvine, CA, USA (and 1 more)
- Chang Liu 0035
— King's College London, UK - Chang Liu 0036
— Hong Kong University of Science and Technology, Department of Mathematics, Hong Kong - Chang Liu 0037
— Nanchang Hangkong University, School of Information Technology, Nanchang, China - Chang Liu 0038
— Ben-Gurion University of the Negev, Beer Sheva, Israel - Chang Liu 0039
— Northeastern University, Liaoning Engineering Laboratory of Data Analytics and Optimization for Smart Industry, Shenyang, China - Chang Liu 0040
— Nanyang Technological University, School of Computer Science and Engineering, Singapore (and 1 more) - Chang Liu 0041 — Chinese Academy of Sciences, Institute of Electronics, Department of Airborne Microwave Remote Sensing System, Beijing, China
- Chang Liu 0042 — University of Chinese Academy of Sciences, School of Electronic, Electrical and Communication Engineering, Beijing, China
- Chang Liu 0043
— China Three Gorges University, College of Electrical Engineering and New Energy, Yichang, China - Chang Liu 0044
— Tianjin University, School of Microelectronics, Tianjin, China - Chang Liu 0045
— Northeastern University, College of Computer Science and Engineering, Shenyang, China - Chang Liu 0046
— Wuhan University, School of Computer Science, Wuhan, China - Chang Liu 0047
— Tsinghua University, Department of Automation, School of Information Science and Technology, Beijing, China (and 1 more) - Chang Liu 0048 — Iowa State University, Department of Computer Science, Ames, IA, USA
- Chang Liu 0049
— Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more) - Chang Liu 0050
— University of Southampton, Faculty of Engineering and the Environment, UK - Chang Liu 0051
— East China Normal University, Software Engineering Institute, Shanghai, China - Chang Liu 0052
— University of Michigan - Dearborn, Department of Electrical and Computer Engineering, MI, USA - Chang Liu 0053
— Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Key Laboratory of Digital Earth Science, Beijing, China - Chang Liu 0054
— Taishan University, Taishan University, Taian, China - Chang Liu 0055
— Southwestern University of Finance and Economics, School of Securities and Futures, Chengdu, China - Chang Liu 0056
— Kunming University of Science and Technology, Faculty of Information Engineering and Automation, Computer Technology Application Key Laboratory of Yunnan Province, China - Chang Liu 0057
— Guangdong Ocean University, Institute of Electronics and Information Engineering, China (and 1 more) - Chang Liu 0058
— Hunan University, College of Computer Science and Electronic Engineering, Changsha, China - Chang Liu 0060
— South China University of Technology, School of Automation Science and Engineering, Guangdong, China - Chang Liu 0061
— Tsinghua University, Department of Automation, Beijing, China (and 1 more) - Chang Liu 0062
— Harbin Institute of Technology, School of Electrical Engineering and Automation, China - Chang Liu 0063
— Tsinghua University, Beijing, School of Medicine, Department of Biomedical Engineering, China - Chang Liu 0064
— Jilin University, Software Institute, Changchun, China - Chang Liu 0065
— Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, Beijing Key Laboratory of Network System Architecture and Convergence, China - Chang Liu 0066
— Shenyang University, Department of Applied Technology, China - Chang Liu 0067
— Kunming University of Science and Technology, Faculty of Mechanical and Electrical Engineering, China - Chang Liu 0068
— Beijing Institute of Technology, School of Automation, State Key Laboratory of Intelligent Control and Decision of Complex Systems, China - Chang Liu 0069 — Xi'an Jiaotong-Liverpool University, Suzhou, China (and 1 more)
- Chang Liu 0070
— Huazhong University of Science and Technology, School of Civil and Hydraulic Engineering, Wuhan, China - Chang Liu 0071
— NVIDIA, Beijing, China (and 2 more) - Chang Liu 0072 — Nanyang Technological University (NTU), Singapore
- Chang Liu 0073 — University of Jena, Germany
- Chang Liu 0074 — Polytechnic University of Milan, Italy
- Chang Liu 0075 — University of California, Berkeley, USA
- Chang Liu 0076
— Peking University, Wangxuan Institute of Computer Technology, Center for Data Science, China - Chang Liu 0077
— Shanghai Jiao Tong University, Department of Electronic Engineering, Institute of Image Communication and Networks Engineering, China - Chang Liu 0078
— Shanghai Jiao Tong University, Department of Computer Science and Engineering, China - Chang Liu 0079 — Shanghai Jiao Tong University, Coop. Medianet Innovation Center, China
- Chang Liu 0080
— New Jersey Institute of Technology, Institute for Space Weather Sciences, Newark, NJ, USA - Chang Liu 0081
— Kyoto University, Department of Real World Data R&D, Japan (and 1 more) - Chang Liu 0082
— Shanghai University, School of Mechatronic Engineering and Automation, China - Chang Liu 0083
— Luleå Tekniska Universitet, Sweden (and 1 more) - Chang Liu 0084
— University of New South Wales, Faculty of Engineering, School of Civil and Environmental Engineering, Sydney, NSW, Australia - Chang Liu 0085
— Zhejiang Lab, Research Center for Humanoid Sensing, Hangzhou, China (and 1 more) - Chang Liu 0086
— Budapest University of Technology and Economics, Department of Networked Systems and Services, Hungary - Chang Liu 0087
— Sichuan University, School of Computer Science, Chengdu, China (and 1 more) - Chang Liu 0088
— Sichuan University, College of Computer Science, Chengdu, China - Chang Liu 0089
— University of Science and Technology of China, School of Cyber Science and Technology, Hefei, China - Chang Liu 0090
— Beihang University, School of Astronautics, Image Processing Center, Beijing, China - Chang Liu 0091
— Shanghai Jiao Tong University, Shanghai, China - Chang Liu 0092
— Tsinghua University, Beijing, China - Chang Liu 0093
— Nanyang Technological University (NTU), Graduate College, Singapore - Chang Liu 0094
— University of Hong Kong, Department of Electrical and Electronic Engineering, Pokfulam, Hong Kong - Chang Liu 0095
— Chinese Health Medical Information and Big Data Association, Information and Application Security Agency, Beijing, China - Chang Liu 0096
— Nantong University, Research Center for Intelligent Information Technology, China (and 1 more) - Chang Liu 0097
— Hefei University of Technology, School of Computer and Information, China - Chang Liu 0098
— Guangzhou Medical University, Affiliated Stomatology Hospital, Department of Orthodontics, China (and 1 more) - Chang Liu 0099
— CRSC Research & Design Institute Group Co., Ltd., Beijing, China (and 1 more) - Chang Liu 0100
— State Grid Shanghai Electric Power Research Institute, Department of Information Technology, China - Chang Liu 0101
— Nanjing Agricultural University, College of Information Management, China - Chang Liu 0102
— East China University of Science and Technology, MoE Key Laboratory of Smart Manufacturing in Energy Chemical Process, Shanghai, China - Chang Liu 0103
— Chinese Academy of Sciences, Aerospace Information Research Institute, Beijing, China (and 1 more) - Chang Liu 0104
— Guizhou University, School of Mechanical Engineering, Guiyang, China - Chang Liu 0105
— Hong Kong University of Science and Technology (Guangzhou), Sustainable Energy and Environment Thrust, China - Chang Liu 0106
— University of Connecticut Storrs, School of Mechanical, Aerospace, and Manufacturing Engineering, CT, USA (and 2 more) - Chang Liu 0107
— Northwest A&F University, Yangling, China - Chang Liu 0108
— Hong Kong Baptist UniversityDepartment of Computer Science, Hong Kong - Chang Liu 0109
— Beihang University, School of Electronics and Information Engineering, Beijing, China - Chang Liu 0110
— Southeast University, National Mobile Communications Research Laboratory, Nanjing, China - Chang Liu 0111
— Zhongnan University of Economics and Law, Department of Qualitative Economics and Mathematics, School of Statistics and Mathematics, Wuhan, China - Chang Liu 0112
— Chinese Academy of Sciences, Aerospace Information Research Institute, Beijing, China - Chang Liu 0113
— Southeast University, Nanjing, China - Chang Liu 0114
— Communication University of Zhejiang, Institute of Intelligent Media Technology, Hangzhou, China (and 1 more) - Chang Liu 0115
— China University of Petroleum (East China), College of Computer Science and Technology, Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, Qingdao, China - Chang Liu 0116
— Hangzhou Institute of Extremely-Weak Magnetic Field Major National Science and Technology Infrastructure, China (and 1 more) - Chang Liu 0117
— Tsinghua University, Department of Computer Science and Technology, Zhongguancun Laboratory, Beijing, China - Chang Liu 0118
— Shandong University, School of Control Science and Engineering, Jinan, China - Chang Liu 0119
— Hubei University of Technology, School of Computer Science, Wuhan, China - Chang Liu 0120
— Beijing Information Science & Technology University, School of Automation, China - Chang Liu 0121
— University of Notre Dame, Department of Aerospace and Mechanical Engineering, IN, USA - Chang Liu 0122
— Colorado School of Mines, Golden, CO, USA - Chang Liu 0123
— Hubei University, College of Life Sciences, State Key Laboratory of Biocatalysis and Enzyme Engineering of China, Wuhan, China - Chang Liu 0124
— University of Melbourne, School of Mathematics and Statistics, Parkville, Australia (and 1 more) - Chang Liu 0125 — Beijing University of Posts and Telecommunications, Beijing, China
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2020 – today
- 2025
[j23]Yuan Chen
, Jiangnan Xia
, Rui Zhang
, Yikai Xia
, Minqiu Zhou
, Yalei Fu
, Ihab Ahmed
, Ian Armstrong
, Abhishek Upadhyay
, Michael Lengden
, Walter Johnstone
, Paul Wright
, Krikor B. Ozanyan
, Mohamed Pourkashanian
, Hugh McCann
, Chang Liu
:
Machine Learning-Enhanced Laser Absorption Spectroscopy for Harsh-Environment Combustion Diagnosis. IEEE Trans. Instrum. Meas. 74: 1-10 (2025)
[j22]Jiangnan Xia
, Rui Zhang
, Ihab Ahmed
, Mohamed Pourkashanian
, Ian Armstrong
, Michael Lengden
, Walter Johnstone
, Hugh McCann
, Chang Liu
:
A Spectroscopy-Constraint Network for Fast Thermochemical Process Monitoring Using Wavelength Modulation Spectroscopy. IEEE Trans. Instrum. Meas. 74: 1-10 (2025)- 2024
[j21]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: 103589 (2024)
[j20]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)
[j19]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): 2529-2539 (2024)
[c12]Yikai Xia, Jiangnan Xia, Di Xiao, Yuan Chen, Godwin Enemali
, Chang Liu:
A Portable Data Acquisition System for Online Wavelength Modulation Spectroscopy. I2MTC 2024: 1-6- 2023
[j18]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): 10544-10554 (2023)
[j17]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: 1-10 (2023)
[j16]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): 9248-9258 (2023)
[c11]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: 1-5- 2022
[j15]Xu Dai
, Antonio Gamba, Chang Liu
, Johan Anderson, Marion Charlier
, David Rush
, Stephen Welch:
An engineering CFD model for fire spread on wood cribs for travelling fires. Adv. Eng. Softw. 173: 103213 (2022)
[j14]Yuntao He
, Yongjun Liu, Chang Liu, Duan Li
:
Analysis of Transmission Depth and Photon Number in Monte Carlo Simulation for Underwater Laser Transmission. Remote. Sens. 14(11): 2565 (2022)
[j13]Chang Liu
, Lijun Xu
, Lin Si
, Xiaolu Li
, Duan Li
, Jianbin Huang
, Yuntao He
:
A Robust Deconvolution Method of Airborne LiDAR Waveforms for Dense Point Clouds Generation in Forest. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022)
[j12]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): 2107-2116 (2022)
[j11]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: 1-14 (2022)
[j10]Chang Liu
, Xiaolu Li
, Jianbin Huang
, Lijun Xu
:
B-Spline Based Progressive Decomposition of LiDAR Waveform With Low SNR. IEEE Trans. Instrum. Meas. 71: 1-12 (2022)
[j9]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: 1-10 (2022)
[c10]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: 1-5
[c9]Jingjing Si, Xin Liu, Yinbo Cheng, Chang Liu:
Two-Step TDLAS Tomographic Reconstruction for Temperature Imaging. I2MTC 2022: 1-5
[c8]Jiangnan Xia, Godwin Enemali
, Rui Zhang, Chang Liu:
Cascade integrator comb filter-aided calibration-free Wavelength Modulation Spectroscopy Tomography. I2MTC 2022: 1-5- 2021
[j8]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): 506 (2021)
[j7]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: 1-9 (2021)
[j6]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: 1-11 (2021)
[c7]Jingjing Si, Gengchen Fu, Rui Zhang, Chang Liu:
A quality-hierarchical temperature imaging network for TDLAS tomography. I2MTC 2021: 1-5
[c6]Wanlu Zhang, Rui Zhang, Yalei Fu, Godwin Enemali
, Jingjing Si, Chang Liu:
Machine Leaning Based Wavelength Modulation Spectroscopy for Rapid Gas Sensing. I2MTC 2021: 1-5
[i2]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 abs/2106.02901 (2021)- 2020
[j5]Jinyi Li
, Ziwei Yu, Zhenhui Du
, Yue Ji, Chang Liu
:
Standoff Chemical Detection Using Laser Absorption Spectroscopy: A Review. Remote. Sens. 12(17): 2771 (2020)
[j4]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): 549-558 (2020)
[i1]Godwin Enemali, Rui Zhang, Hugh McCann, Chang Liu:
Cost-Effective Quasi-Parallel Sensing Instrumentation for Industrial Chemical Species Tomography. CoRR abs/2011.10679 (2020)
2010 – 2019
- 2019
[j3]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): 482-486 (2019)
[c5]Yuan Chen
, Zhigang Li, Yunjie Yang, Jiabin Jia, Chang Liu, Mathieu Serge Lucquiaud
:
Simulation of Flooding Phenomenon in Packed Column using Electrical Capacitance Tomography. IST 2019: 1-5
[c4]Godwin Enemali
, Chang Liu, Nick Polydorides, Hugh McCann
:
A Quasi-Parallel DAQ Scheme for Wavelength Modulation Spectroscopy Tomography. IST 2019: 1-5- 2018
[j2]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): 1338-1348 (2018)- 2017
[c3]Chang Liu, Lijun Xu
, Zhang Cao
, Yuzhen Lin:
Reconstruction of two-dimensional temperature distribution in swirling flames using TDLAS-based tomography. I2MTC 2017: 1-4- 2016
[c2]Qianwei Qu
, Lijun Xu
, Zhang Cao
, Chang Liu:
Effects of views and spectral lines numbers on hyperspectral temperature distribution tomography. I2MTC 2016: 1-4- 2014
[j1]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): 3067-3075 (2014)- 2013
[c1]Chang Liu, Lijun Xu
, Zhang Cao
:
Measurement of axisymmetric temperature distributions using single view fan-beam TDLAS tomography. I2MTC 2013: 876-879
Coauthor Index

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