Professor Poul Michael Fonss Nielsen
BSc BE PhD
Poul has a Bachelor of Science in Maths and Physics, and a Bachelor of Engineering and Phd in Engineering Science, from the University of Auckland.
Poul is affiliated with several groups within the University:
Research | Current
Poul's research focuses on using novel instrumentation, detailed computational models, and quantitative descriptions of physical processes to gain a better understanding of human physiology. Many of his projects couple mathematical modelling with innovative instrumentation to improve our ability to understand and interpret measurements of complex biological systems, subject to the constraints of well-understood physical conservation and balance laws.
Poul's research projects include:
- Physiome: an integrated multi-centric program to design, develop, implement, test and document, archive and disseminate quantitative information and integrative models of the functional behaviour of organelles, cells, tissues, organs, and organisms;
- CellML: an open standard to store and exchange computer-based mathematical models;
- FieldML: a declarative language for representing the dynamic geometry and solution fields of computational models;
- Breast mechanics: computational biomechanical models to improve the detection of breast cancer using information obtained from a variety of imaging modalities;
- Muscle microcalorimetry: to identify the dynamic stiffness of isolated rat trabeculae while simultaneously recording muscle heat production;
- Soft tissue mechanics: coupling large deformation theory, structurally-based constitutive relations, and nonlinear identification techniques to understand the mechanics of soft tissues;
- Pelvic floor mechanics: modelling the second stage of labour and pelvic floor prolapse;
- Modelling shaken baby syndrome: gaining an understanding of the relationships between shaking insults and soft tissue injury in infants;
- Bioinstrumentation and medical devices: development of novel instrumentation for measuring biophysical properties of living tissue (microrobotics, stereoscopy, optical coherence tomography, spectral imaging, interferometry).
- Thiranja Prasad Babarenda Gamage, Modelling and identifying the mechanical properties of skin and underlying tissues
- Amir Haji Rassouliha, Hardware acceleration of cross-correlation-based identification of surface geometry of deformable bodies
- Matthew Parker, Model-based identification of the mechanical properties of living skin
- Nikini Puhulwelle Gamage, Model-based prediction of brain injury associated with shaken baby syndrome
- Adam Reeve,The mechanics of vascularised tissue
- Samuel Richardson, Development of an optical coherence tomography based skin cancer diagnostic tool
- Oliver Thompson, Interpretation and Medical Application of Laser Biospeckle
- 2011 - 2013: James Cook Research Fellowship, Royal Society of New Zealand.
- 2011 - present: Liggins Institute Honorary Professor.
- 2010: OCCAM Visiting Fellow, University of Oxford.
Selected publications and creative works (Research Outputs)
- HajiRassouliha, A., Taberner, A. J., Nash, M. P., & Nielsen, P. M. F. (2018). Suitability of recent hardware accelerators (DSPs, FPGAs, and GPUs) for computer vision and image processing algorithms. Signal Processing: Image Communication, 68, 101-119. 10.1016/j.image.2018.07.007
Other University of Auckland co-authors: Amir Haji Rassouliha, Andrew Taberner, Martyn Nash
- Taberner, A. J., Zgierski-Johnston, C. M., Pham, T., Han, J.-C., Uddin, R., Loiselle, D. S., ... Nielsen, P. M. F. (2018). A Flowthrough Infusion Calorimeter for Measuring Muscle Energetics: Design and Performance. IEEE Transactions on Instrumentation and Measurement, 67 (7), 1690-1699. 10.1109/TIM.2018.2800838
Other University of Auckland co-authors: Denis Loiselle, Andrew Taberner, June-Chiew Han, Bryan Ruddy, Toan Pham
- McKeage, J. W., Ruddy, B. P., Nielsen, P. M. F., & Taberner, A. J. (2018). The effect of jet speed on large volume jet injection. Journal of controlled release : official journal of the Controlled Release Society, 280, 51-57. 10.1016/j.jconrel.2018.04.054
Other University of Auckland co-authors: Bryan Ruddy, James McKeage, Andrew Taberner
- Nielsen, P. M. F., Wittek, A., Miller, K., Doyle, B., Joldes, G. R., & Nash, M. P. (2018). Computational biomechanics for medicine: Measurements, models, and predictions. 10.1007/978-3-319-75589-2
Other University of Auckland co-authors: Martyn Nash
- HajiRassouliha, A., Lam Po Tang, E. J., Nash, M. P., Taberner, A. J., Nielsen, P. M. F., & Cakmak, Y. O. (2018). Quantifying carotid pulse waveforms using subpixel image registration. Computational Biomechanics for Medicine: Measurements, Models, and Predictions (pp. 83-92). 10.1007/978-3-319-75589-2_8
Other University of Auckland co-authors: Amir Haji Rassouliha, Martyn Nash, Andrew Taberner
- Richardson, S., Babarenda Gamage, T. P., HajiRassouliha, A., Jackson, T., Hedges, K., Clark, A., ... Nielsen, P. M. F. (2018). Towards a real-time full-field stereoscopic imaging system for tracking lung surface deformation under pressure controlled ventilation. Computational Biomechanics for Medicine: Measurements, Models, and Predictions (pp. 119-130). 10.1007/978-3-319-75589-2_12
Other University of Auckland co-authors: Amir Haji Rassouliha, Alys Clark, Andrew Taberner
- HajiRassouliha, A., Taberner, A. J., Nash, M. P., & Nielsen, P. M. F. (2018). Subpixel phase-based image registration using Savitzky-Golay differentiators in gradient-correlation. Computer Vision and Image Understanding, 170, 28-39. 10.1016/j.cviu.2017.11.003
Other University of Auckland co-authors: Martyn Nash, Amir Haji Rassouliha, Andrew Taberner
- Goh, C. M., Nielsen, P. M. F., & Nash, M. P. (2018). A stabilised mixed meshfree method for incompressible media: Application to linear elasticity and Stokes flow. Computer Methods in Applied Mechanics and Engineering, 329, 575-598. 10.1016/j.cma.2017.10.002
Other University of Auckland co-authors: Martyn Nash