Dr Lingzhong Guo

School of Electrical and Electronic Engineering

Lecturer

Dr Ling-zhong Guo
Profile picture of Dr Ling-zhong Guo
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
Sheffield
S1 3JD
Profile

I received my PhD degree from Bristol Robotics Laboratory (BRL), UWE Bristol. After that I joined the University of Sheffield 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 Sheffield. 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, Lang Z-Q, Guo L, Walker DC, Matella M, Wang M & Murdoch C (2025) . Scientific Reports, 15.
  • 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.
  • Sun H, Qiao F, Wang Z & Guo L (2020) . International Journal of Simulation and Process Modelling, 14(6), 478-487.
  • Guo L, Lu S & Zhao D (2020) Preface. International Journal of Simulation and Process Modelling, 15(3), 199-200.
  • 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.
  • 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 (2005) A comparison of polynomial and wavelet expansions for the identification of chaotic coupled map lattices. INT J BIFURCAT CHAOS, 15(9), 2927-2938.
  • 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.

Book chapters

  • Liu T, Qiao F, Guo L & Chen Y (2021) , Advances in Intelligent Systems and Computing (pp. 277-286). Springer Singapore
  • Chen Y, Qiao F, Guo L & Liu T (2021) , Advances in Intelligent Systems and Computing (pp. 263-275). 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

  • 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) (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
  1. SANO: Centre for New Methods in Computational Diagnostics and Personalised Therapy (Co-PI), EC H2020, 08/2019 - 07/2026, £2,497,386.
  2. 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.
  3. SPINe: Numerical and Experimental Repair strategies (Co-PI), Horizon2020 European program, Initial Training Network, 01/2017-12/2021, €1,588,449.60.
  4. 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
  5. White Rose Collaboration Fund 2014: Reduced-order spatio-temporal dynamical modelling and simulation of periprosthetic bone remodelling for joint replacements (PI), 2015-2016

Links

Control and Systems Engineering