
Overview
Background
I studied Technical Mathematics at the Vienna University of Technology. I also earned a Master's degree in Law and I finished the first ("non-clinical") part of Medical Studies at the University of Vienna. I earned my PhD in Applied Mathematics at the University of Vienna in 2007. My PhD advisor was Christian Schmeiser, my co-advisor was Peter Markowich. I spent several months at the University of Buenos Aires working with C. Lederman and at the ENS-Paris rue d'Ulm in the group of B. Perthame.
Before coming to UQ, I held post-doc positions at the Wolfgang Pauli Insitute (Vienna), University of Vienna and the Austrian Academy of Sciences (RICAM). In 2013 I won an Erwin Schrödinger Fellowship of the Austrian Science Fund (FWF). I was a post-doc researcher in the group of Alex Mogilner first at UC Davis, then at the Courant Institute of Math. Sciences (New York University).
Availability
- Dr Dietmar Oelz is:
- Available for supervision
- Media expert
Fields of research
Qualifications
- Doctor of Philosophy, International University Vienna
Research interests
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Mathematical and Computational Biology
Cell Biology, Collective Behaviour, Multi-scale Modelling, mechanobiology of cells and tissues, cell movement, intra-cellular transport, cytoskeleton dynamics, actomyosin contractility
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Applied Mathematics
perturbation methods, multi-scale modelling, numerical schemes, stochastic modelling
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Scientific computing
Brownian dynamics simulations, numerics of PDEs, computational methods in continuum mechanics
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Partial Differential Equations
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Continuum mechanics (Fluids, solids)
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Dynamical systems, discrete particle models
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Fractional differential equations
Research impacts
Biological systems integrate a multitude of processes on various spatial and temporal scales. The output of biological processes is typically robust to a range of random perturbations. Mathematics is an outstanding tool to investigate such cooperative mechanisms on the molecular level which can hardly be assessed experimentally.
Building on a sound applied mathematics and partial differential equations (PDE) background, the area of my research is to identify and describe biological processes by formulating mathematical models, to evaluate them using numerical simulation and mathematical analysis and to validate such models against experimental data.
A ubiquitous example for a highly complex biological system are cells. They use cytoskeletons composed of long fibers on the micron length scale to sustain their shape mechanically. Molecular processes on the nanoscale which change the structure of these fibers as well as force generation by motor proteins promote remodeling of cell shape, cell migration and intracellular transport. This is the basis for vital processes such as muscle contraction, cell division, immune system response, wound healing and embryogenesis, and it plays a crucial role in pathological processes such as tumor metastasis and neurodegenerative deseases.
The central question of my research is: how do proteins on the nanoscale and larger protein complexes on the micronscale cooperate in living cells to promote cell movement, shape changes, force generation and intra- cellular transport? This type of research contributes to the development of new techniques in bioengineering and of new therapeutic approaches in clinical fields such as oncology and immunology.
One important aspect of biological mechanisms is insensitivity to random perturbations. Hence mathe- matical models on the microscopic level are necessarily stochastic and I employ mathematical analysis and numerical simulation such as Brownian Dynamics to analyze the sensitivity of models and to identify robust characteristics of a systems output. Especially the smallness of the molecular length scales interferes with experimental imaging techniques to assess these biological processes in vivo. For this reason an essential aspect of my research is to use asymptotic analysis to derive and justify macroscopic coarse-grained models based on thoroughly formulated microscopic models. In general this process yields partial differential equations such as reaction-drift-diffusion models and fluid dynamics models. I analyze these models, which often exhibit amazingly rich mathematical properties, analytically and by numerical simulation in order to relate the experimentally measurable macroscopic features to the microscopic dynamics of interest.
Works
Search Professor Dietmar Oelz’s works on UQ eSpace
2016
Journal Article
Existence and uniqueness of solutions for a model of non-sarcomeric actomyosin bundles
Hirsch, Stefanie, Oelz, Dietmar and Schmeiser, Christian (2016). Existence and uniqueness of solutions for a model of non-sarcomeric actomyosin bundles. Discrete and Continuous Dynamical Systems - Series A, 36 (9), 4945-4962. doi: 10.3934/dcds.2016014
2016
Journal Article
A drift-diffusion model for molecular motor transport in anisotropic filament bundles
Oelz, Dietmar and Mogilner, Alex (2016). A drift-diffusion model for molecular motor transport in anisotropic filament bundles. Discrete and Continuous Dynamical Systems - Series A, 36 (8), 4553-4567. doi: 10.3934/dcds.2016.36.4553
2016
Journal Article
Actomyosin contraction, aggregation and traveling waves in a treadmilling actin array
Oelz, Dietmar and Mogilner, Alex (2016). Actomyosin contraction, aggregation and traveling waves in a treadmilling actin array. Physica D: Nonlinear Phenomena, 318-319, 70-83. doi: 10.1016/j.physd.2015.10.005
2016
Journal Article
Tear-off versus global existence for a structured model of adhesion mediated by transient elastic linkages
Milisic, Vuk and Oelz, Dietmar (2016). Tear-off versus global existence for a structured model of adhesion mediated by transient elastic linkages. Communications in Mathematical Sciences, 14 (5), 1353-1372. doi: 10.4310/CMS.2016.v14.n5.a7
2015
Journal Article
A combination of actin treadmilling and cross-linking drives contraction of random actomyosin arrays
Oelz, Dietmar B., Rubinstein, Boris Y. and Mogilner, Alex (2015). A combination of actin treadmilling and cross-linking drives contraction of random actomyosin arrays. Biophysical Journal, 109 (9), 1818-1829. doi: 10.1016/j.bpj.2015.09.013
2015
Journal Article
An extended filament based lamellipodium model produces various moving cell shapes in the presence of chemotactic signals
Manhart, Angelika, Oelz, Dietmar, Schmeiser, Christian and Sfakianakis, Nikolaos (2015). An extended filament based lamellipodium model produces various moving cell shapes in the presence of chemotactic signals. Journal of Theoretical Biology, 382, 244-258. doi: 10.1016/j.jtbi.2015.06.044
2015
Journal Article
A free boundary problem for aggregation by short range sensing and differentiated diffusion
Haskovec, Jan and Oelz, Dietmar (2015). A free boundary problem for aggregation by short range sensing and differentiated diffusion. Discrete and Continuous Dynamical Systems - Series B, 20 (5), 1461-1480. doi: 10.3934/dcdsb.2015.20.1461
2015
Journal Article
On a structured model for the load dependent reaction kinetics of transient elastic linkages mediating nonlinear friction
Milisic, Vuc and Oelz, Dietmar (2015). On a structured model for the load dependent reaction kinetics of transient elastic linkages mediating nonlinear friction. SIAM Journal on Mathematical Analysis, 47 (3), 2104-2121. doi: 10.1137/130947052
2014
Journal Article
A viscous two-phase model for contractile actomyosin bundles
Oelz, Dietmar (2014). A viscous two-phase model for contractile actomyosin bundles. Journal of Mathematical Biology, 68 (7), 1653-1676. doi: 10.1007/s00285-013-0682-6
2014
Journal Article
Analysis of a relaxation scheme for a nonlinear Schrodinger equation occurring in plasma physics
Oelz, Dietmar and Trabelsi, Saber (2014). Analysis of a relaxation scheme for a nonlinear Schrodinger equation occurring in plasma physics. Mathematical Modelling and Analysis, 19 (2), 257-274. doi: 10.3846/13926292.2014.910279
2014
Journal Article
Convergence of the penalty method applied to a constrained curve straightening flow
Oelz, Dietmar (2014). Convergence of the penalty method applied to a constrained curve straightening flow. Communications in Mathematical Sciences, 12 (4), 601-621. doi: 10.4310/CMS.2014.v12.n4.a1
2012
Journal Article
Simulation of lamellipodial fragments
Oelz, Dietmar and Schmeiser, Christian (2012). Simulation of lamellipodial fragments. Journal of Mathematical Biology, 64 (3), 513-528. doi: 10.1007/s00285-011-0421-9
2011
Journal Article
On the asymptotic regime of a model for friction mediated by transient elastic linkages
Milisic, Vuk and Oelz, Dietmar (2011). On the asymptotic regime of a model for friction mediated by transient elastic linkages. Journal de Mathematiques Pures et Appliquees, 96 (5), 484-501. doi: 10.1016/j.matpur.2011.03.005
2011
Journal Article
On the curve straightening flow of inextensible, open, planar curves
Oelz, D. (2011). On the curve straightening flow of inextensible, open, planar curves. SeMA Journal, 54 (1), 5-24. doi: 10.1007/BF03322585
2010
Journal Article
Derivation of a model for symmetric lamellipodia with instantaneous cross-link turnover
Oelz, Dietmar and Schmeiser, Christian (2010). Derivation of a model for symmetric lamellipodia with instantaneous cross-link turnover. Archive for Rational Mechanics and Analysis, 198 (3), 963-980. doi: 10.1007/s00205-010-0304-z
2010
Book Chapter
How do cells move? Mathematical modeling of cytoskeleton dynamics and cell migration
Ölz, Dietmar and Schmeiser, Christian (2010). How do cells move? Mathematical modeling of cytoskeleton dynamics and cell migration. Cell mechanics: from single scale-based models to multiscale modelling. (pp. 133-157) edited by Arnaud Chauviere, Luigi Preziosi and Claude Verdier. Boca Raton, FL, United States: Chapman and Hall / CRC Press. doi: 10.1201/9781420094558-c5
2009
Journal Article
Size distribution dependence of prion aggregates infectivity
Calvez, Vincent, Lenuzza, Natacha, Oelz, Dietmar, Deslys, Jean-Philippe, Laurent, Pascal, Mouthon, Franck and Perthame, Benoît (2009). Size distribution dependence of prion aggregates infectivity. Mathematical Biosciences, 217 (1), 88-99. doi: 10.1016/j.mbs.2008.10.007
2008
Journal Article
Modeling of the actin-cytoskeleton in symmetric lamellipodial fragments
Oelz, Dietmar, Schmeiser, Christian and Small, J Victor (2008). Modeling of the actin-cytoskeleton in symmetric lamellipodial fragments. Cell adhesion & migration, 2 (2), 117-126. doi: 10.4161/cam.2.2.6373
2008
Journal Article
A quasilinear parabolic singular perturbation problem
Lederman, Claudia and Oelz, Dietmar (2008). A quasilinear parabolic singular perturbation problem. Interfaces and Free Boundaries, 10 (4), 447-482. doi: 10.4171/IFB/197
2007
Journal Article
Non linear diffusions as limit of kinetic equations with relaxation collision kernels
Dolbeault, Jean, Markowich, Peter, Oelz, Dietmar and Schmeiser, Christian (2007). Non linear diffusions as limit of kinetic equations with relaxation collision kernels. Archive for Rational Mechanics and Analysis, 186 (1), 133-158. doi: 10.1007/s00205-007-0049-5
Funding
Past funding
Supervision
Availability
- Dr Dietmar Oelz is:
- Available for supervision
Before you email them, read our advice on how to contact a supervisor.
Available projects
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Collective Cell Migration in Development
This project deals with simulation of collective cell migration in tissues. It will include collaboration with experimentists at IMB and colleagues from QUT.
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Mechano-biological regulation of immune cell cytotoxicity (applied/computational mathematics, data science)
Investigate mechano-biological regulation of cytotoxicity of immune cells through material properties of target cells and their cell nuclei. Use modelling and simulation of fluctuating membranes in order to characterise how area and persistence of interaction zones is controlled by cytoskeletal stress and nuclear elasticity.
This PhD project will involve both computational simulation of stochastic partial differential equations and formal mathematical (asymptotic) analysis as well as collaboration with experimentalists Alexis Lomakin and it might also involve data analysis and statistical inference of parameter values.
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Stress fibers: structure, dynamics and mechanotransduction
This project deals with emergent structures in the cortex of living cells. We will perform agent based simulations (Brownian Dynamics) and investigate the nucleation and growth of contractile stress fibres in the cortex.
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PDEs on Curved Surfaces
In this project, we are investigating hydra spheroids modelled as elastic closed surfaces. The project involves the mechanical description of the spheroids (solid mechanics of shells) and the description of their microstructure (actin filament network). Students should have interest in (learning) Tensor Calculus and dealing with complex PDEs doing computations with pen & paper. In particular, I would like to obtain results on linear stability analysis of this model, which almost certainly would also involve numerics.
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Parameter identification for 2D Dynamical System (Inverse problems, Bayesian Inference methods)
The system of equations I have in mind originates from modelling osmotic swelling of hydra spheroids.Data on swelling is available and I hope that using parameter identification techniques we will be able to determine the nonlinear function through through which morphogen concentration determines the elastic modulus of the hydra tissue.
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Analysis of 2D Dynamical System
The system of equations I have in mind originates from modelling osmotic swelling of hydra spheroids. Here I would like to carry out the classical phase plane analysis to understand the expected dynamics qualitatively.
Supervision history
Current supervision
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Doctor Philosophy
Fractional Differential Equations in Mathematical Biology - modelling and simulation.
Principal Advisor
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Doctor Philosophy
Cellular morphogenesis and cytoskeleton anisotropy.
Principal Advisor
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Doctor Philosophy
Computational Biomechanical Modelling and simulation of cellular migration in heterogeneous 3D environment
Principal Advisor
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Doctor Philosophy
Fractional Differential Equations in Mathematical Biology - modelling and simulation.
Principal Advisor
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Doctor Philosophy
Modelling and simulation of cellular contractility and mechano-transduction in epithelial tissue.
Principal Advisor
Other advisors: Dr Samantha Stehbens, Dr Zoltan Neufeld
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Doctor Philosophy
Cellular morphogenesis and cytoskeleton anisotropy.
Principal Advisor
Completed supervision
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2023
Doctor Philosophy
A study of mathematical models for collective cell migration and axonal transport
Principal Advisor
Other advisors: Professor Alpha Yap, Dr Zoltan Neufeld
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2021
Doctor Philosophy
Existence, ergodic properties, and number of random invariant measures for multidimensional quenched random dynamical systems
Associate Advisor
Other advisors: Associate Professor Cecilia Gonzalez Tokman
Media
Enquiries
Contact Dr Dietmar Oelz directly for media enquiries about:
- Mathematical Biology
- Modelling and Simulation
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