Guo, Lingzhong, Dr

Dr Lingzhong Guo

School of Electrical and Electronic Engineering

Lecturer

l.guo@sheffield.ac.uk
+44 114 222 5631

Amy Johnson Building

Full contact details

Dr Lingzhong Guo
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
91ֱ��
S1 3JD

Profile: I received my PhD degree from Bristol Robotics Laboratory (BRL), UWE Bristol. After that I joined the University of 91ֱ�� as a post-doctoral research associate at the Department of Automatic Control and Systems Engineering, working on spatio-temporal system identification and analysis. I subsequently became a lecturer in the same department and a member of the Insigneo Institute for in silico Medicine. I am also a member of Neuroscience Institute at the University of 91ֱ��. My research focuses on signal processing and complex systems with applications in biomedical systems.

Research interests

Nonlinear systems identification and analysis in the spatial-temporal domain and frequency domain.
Identification and control of PDE systems and coupled PDE–ODE control systems
Computationally efficient modelling & simulation including proxy measurement and surrogate modelling
Multiscale modelling and analysis of biomedical systems
Modelling and simulation of cell response to stresses
Application of machine learning and deep learning to medical image classification and segmentation

Publications

Journal articles

Lin Z, Dall’Ara E & Guo L (2024) . PLOS ONE, 19(10).
Henson WH, Li X, Lin Z, Guo L, Mazzá C & Dall’Ara E (2024) . PLOS ONE, 19(4).
Lin Z, Henson WH, Dowling L, Walsh J, Dall’Ara E & Guo L (2024) . Frontiers in Bioengineering and Biotechnology, 12.
Wang X, Zhou J, Qin B & Guo L (2024) . IEEE Transactions on Sustainable Energy, 15(1), 368-380.
Wang X, Zhang X, Qin B & Guo L (2023) . Journal of Energy Storage, 72, 108363-108363.
Qin B, Huang X, Wang X & Guo L (2023) . Transactions of the Institute of Measurement and Control.
Wang X, Zhou J, Qin B & Guo L (2023) . Journal of Energy Storage, 57.
Wang X, Luo Y, Qin B & Guo L (2022) . IEEE Transactions on Transportation Electrification.
Wang X, Luo Y, Qin B & Guo L (2022) . Energy, 245, 123263-123263.
Zhang M, Zhao A, Guo C & Guo L (2021) . Journal of Theoretical Biology, 530.
Qiao F, Liu T, Sun H, Guo L & Chen Y (2021) . International Journal of Cybernetics and Cyber-Physical Systems, 1(1), 1-32.
Ali A & Guo L (2020) . Petroleum Science and Technology, 38(9), 673-681.
Benemerito I, Modenese L, Montefiori E, Mazzà C, Viceconti M, Lacroix D & Guo L (2020) . Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 234(5), 507-516.
Guo L, Lu S & Zhao D (2020) Preface. International Journal of Simulation and Process Modelling, 15(3), 199-200.
Sun H, Qiao F, Wang Z & Guo L (2020) . International Journal of Simulation and Process Modelling, 14(6), 478-487.
Guo Y, Wang L, Li Y, Luo J, Wang K, Billings SA & Guo L (2019) . Neurocomputing, 357, 188-202.
Guo Y, Wang L, Li Y, Guo L & Meng F (2019) . IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27(10), 2077-2086.
Ali A & Guo L (2019) . IFAC-PapersOnLine, 52(29), 122-127.
Shahabpoor E, Pavic A, Brownjohn JMW, Billings SA, Guo L & Bocian M (2018) . IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(6), 1243-1253.
Guo Y, Guo L, Racic V, Wang S & Billings S (2018) . International Journal of Signal and Imaging Systems Engineering, 11(1).
Guo Y, Storm F, Zhao Y, Billings S, Pavic A, Mazzà C & Guo L-Z (2017) . Sensors, 17(10), ---.
Guo Y, Guo LZ, Billings SA & Wei H-L (2016) . INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 47(12), 3044-3054.
Guo Y, Guo LZ, Billings SA & Wei H-L (2016) . Neurocomputing, 173(3), 715-723.
Guo Y, Guo LZ, Billings SA & Lang ZQ (2016) . Journal of Computational and Nonlinear Dynamics, 11(2).
Guo Y, Guo LZ, Billings SA & Wei H-L (2015) . International Journal of Systems Science, 46(5), 776-789.
Guo LZ, Guo YZ, Billings SA & Coca D (2015) . Systems & Control Letters , 75, 20-26.
Guo Y, Guo LZ, Billings SA & Wei HL (2015) . International Journal of Modelling, Identification and Control, 23(1), 1-7.
Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2014) . Nonlinear Dynamics.
Guo L, Guo Y, Zhao Y, Billings SA, Coca D & Lang Z (2014) . International Journal of Bifurcation and Chaos, 24(3).
Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2013) . Nonlinear Dynamics, 1-13.
Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2013) . Nonlinear Dynamics, 1-13.
Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2013) . International Journal of Systems Science.
Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2013) . Systems and Control Letters, 62(2), 115-123.
Guo LZ, Guo YZ, Billings SA, Coca D & Lang ZQ (2012) . NONLINEAR DYNAMICS, 70(3), 1753-1765.
Guo Y, Guo LZ, Billings SA, Coca D & Lang ZQ (2012) Characterizing nonlinear spatio-temporal systems in the frequency domain. International Journal of Bifurcation and Chaos, 22(2).
Guo LZ, Billings SA, Coca D & Balikhin M (2011) . INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 42(8), 1363-1373.
Peng ZK, Jackson MR, Guo LZ, Parkin RM & Meng G (2010) . Nonlinear Analysis: Real World Applications, 11(5), 3577-3589.
Peng ZK, Lang ZQ, Jing XJ, Billings SA, Tomlinson GR & Guo LZ (2010) . J VIB ACOUST, 132(1).
Wei HL, Billings SA, Zhao YF & Guo LZ (2010) An adaptive wavelet neural network for spatio-temporal system identification. Neural Networks.
Guo LZ, Billings SA & Coca D (2010) . INT J CONTROL, 83(1), 40-48.
Guo LZ, Billings SA & Coca D (2009) . INT J SYST SCI, 40(11), 1115-1126.
Guo LZ, Billings SA & Coca D (2009) . INT J CONTROL, 82(10), 1946-1954.
Wei HL, Billings SA, Zhao YF & Guo LZ (2009) . IEEE T NEURAL NETWOR, 20(1), 181-185.
Guo LZ, Billings SA & Zhu DQ (2008) . INT J CONTROL, 81(4), 690-699.
Guo LZ & Billings SA (2008) . INT J SYST SCI, 39(3), 315-334.
Guo LZ & Billings SA (2007) Identification of binary cellular automata from spatio-temporal binary patterns using a Fourier representation. INT J BIFURCAT CHAOS, 17(6), 1985-1996.
Guo LZ & Billings SA (2007) . IEEE T AUTOMAT CONTR, 52(4), 622-632.
Guo L & Billings SA (2007) . INT J CONTROL, 80(3), 340-348.
Guo LZ, Zhu QM & Warwick K (2007) . Proceedings of the Institution of Mechanical Engineers. Part I: Journal of Systems and Control Engineering, 221(1), 75-88.
Guo LZ & Billings SA (2007) . J SOUND VIB, 299(1-2), 22-35.
Guo LZ, Mei SS & Billings SA (2007) . INT J SYST SCI, 38(1), 1-15.
Billings SA, Guo LZ & Wei HL (2006) . INT J SYST SCI, 37(14), 1021-1038.
Guo LZ, Billings SA & Wei HL (2006) . INT J CONTROL, 79(9), 1118-1135.
Guo LZ & Billings SA (2006) . IEEE T CIRCUITS-II, 53(8), 657-661.
Guo LZ & Billings SA (2005) A comparison of polynomial and wavelet expansions for the identification of chaotic coupled map lattices. INT J BIFURCAT CHAOS, 15(9), 2927-2938.
Mei SS, Billings SA & Guo LZ (2005) A neighborhood selection method for cellular automata models. INT J BIFURCAT CHAOS, 15(2), 383-393.
Guo LZ & Billings SA (2004) . DYNAM SYST, 19(3), 265-278.
Zhu Q & Guo L (2004) . IEEE Transactions on Neural Networks, 15(3), 653-662.
Guo LZ & Zhu QM (2002) . International Journal of Systems Science, 33(13), 1051-1058.

Chapters

Chen Y, Qiao F, Guo L & Liu T (2021) , Advances in Intelligent Systems and Computing (pp. 263-275). Springer Singapore
Liu T, Qiao F, Guo L & Chen Y (2021) , Advances in Intelligent Systems and Computing (pp. 277-286). Springer Singapore
Guo Y, Guo LZ & Billings SA (2017) Volterra series and associated frequency domain representation of a class of bilinear partial differential equations, Nonlinear Systems: Design, Applications and Analysis (pp. 15-35).
Zhu QM, Guo LZ & Ma Z (2006) , Global Optimization (pp. 529-546). Springer Nature

Conference proceedings papers

Ali A, Diala U & Guo L (2022) . 2022 UKACC 13th International Conference on Control (CONTROL) (pp 189-194), 20 April 2022 - 22 April 2022.
Ali A & Guo L (2021) . Energy Reports, Vol. 7(Supp_2) (pp 104-110). Virtual conference, 12 January 2021 - 13 January 2021.
Zhang M, Zhang Y, Zhao A, Guo C & Guo L (2020) . Proceedings of 2020 7th International Conference on Biomedical and Bioinformatics Engineering (pp 16-21). Kyoto, Japan, 6 November 2020 - 6 November 2020.
Zhu Y, Green AC, Guo L, Evans HR & Mihaylova L (2020) . Proceedings of 2020 IEEE 23rd International Conference on Information Fusion (FUSION) (pp 1-6). Rustenburg, South Africa, 6 July 2020 - 6 July 2020.
Zhu Y, Green AC, Guo L, Evans HR & Mihaylova L (2020) Machine Learning Approaches for Cancer Bone Segmentation from Micro Computed Tomography Images. PROCEEDINGS OF 2020 23RD INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2020) (pp 1263-1268)
Qiao F, Sun H, Guo L, Song H & Wang Z (2019) . Advancements in Smart City and Intelligent Building, Vol. 890 (pp 321-332). Hefei, China, 15 September 2018 - 15 September 2018.
Zeca I, Guo Y, Storm F, Mazza C & Guo L (2018) . 2018 UKACC 12th International Conference on Control (CONTROL), Vol. 17 (pp 450-455), 5 September 2018 - 7 September 2018.
Zhu QM & Guo LZ (2002) . Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, Vol. 216(6) (pp 467-476)
Guo L, Melhuish C & Zhu Q (2002) Towards neural adaptive hovering control of helicopters. IEEE Conference on Control Applications - Proceedings, Vol. 1 (pp 54-58)

Grants

SANO: Centre for New Methods in Computational Diagnostics and Personalised Therapy (Co-PI), EC H2020, 08/2019 - 07/2026, £2,497,386.
Development of data processing and analysis methods for EIS-based medical diagnosis - KTP with Zilico Ltd (Co-PI), Innovate UK (TSB), 05/2019 – 05/2021, £190,816.
SPINe: Numerical and Experimental Repair strategies (Co-PI), Horizon2020 European program, Initial Training Network, 01/2017-12/2021, €1,588,449.60.
The 2014 EPSRC NCSML Awards: A study to the effect of external forces on the behaviour of differentially expressed genes by using a system identification method (PI), 09/2014-08/2015
White Rose Collaboration Fund 2014: Reduced-order spatio-temporal dynamical modelling and simulation of periprosthetic bone remodelling for joint replacements (PI), 2015-2016