EPrf Anthony Roberts
School of Mathematical Sciences
College of Sciences
Areas of research interest include Modelling of complex multiscale dynamical systems, Stochastic differential equations, Centre manifold theory and applications, Free-surface hydrodynamics, Thin film flows, Turbulent floods, Multifractal geometry, Scientific computing, Computer algebra algorithms, and Multiscale modelling of emergent dynamics in complex systems.
A world leading achievement is my development of techniques, based on centre manifold theory, for the rational and complete low-dimensional modelling of complicated multiscale dynamical systems, for both deterministic and stochastic systems. These techniques, born out of the explosion of interest in dynamical systems in the last decades of the 20th century, apply to many physical problems and lead to many new insights—some of which enable us to correct and complete classic approximations. Further, the systematic basis of the techniques allows us to devise new models in ways unimagined before. This endeavour is recognised by the US Department of Energy as a priority area for research.
The significance of the research is that in multiscale systems we need to extract an appropriate summary of the microscale dynamics to form a closure of macroscale dynamics. This empowers us to simulate the emergent behaviour on the large scale with a much simpler model, one that only resolves the macroscale quantities of interest. The whole process of making simplifying approximations, so cen- tral to quantitative science, is vastly improved by my development of these new systematic and accurate techniques. Most physical situations of interest in the world around us have an enormous number of fine details which are of little concern in many situations. For example, the microscopic detail of molecular motion is almost completely irrelevant on our macroscopic scale; consequently we work with the much less informative, but nonetheless much more tractable, continuum approximation. Similarly, when engineers consider a beam they are not overly interested in the detailed distribution of elastic stresses, instead they are primarily concerned with how the beam simply bends in response to a given load—for this, beam theory was developed. In these, and many situations, the equations which scientists deal with are simplifications of the ‘true’ but intractable or overly-complicated equations that describe all the details. Traditionally these simple models of actual physical complexity emerge via specific heuristic arguments which are very limited in scope. The trick has always been to argue cogently that neglected effects are indeed small and to be careful not to ‘throw out the baby with the bath-water’; the ‘baby’ being the important dynamics of interest on the large scale, while the ‘bathwater’ is the uninteresting microscopic fine detail. It is this process of creating simple macroscale approximations for otherwise intractable complex multiscale dynamical systems which my research has addressed
| Date | Institution name | Country | Title |
|---|---|---|---|
| University of Cambridge | Britain | PhD | |
| University of Adelaide | Australia | BSc(Hons) |
| Year | Citation |
|---|---|
| 2020 | Roberts, A. (2020). Linear Algebra for 21st Century Applications. Oxford University Press, USA. |
| 2015 | Roberts, A. (2015). Model emergent dynamics in complex systems (1st ed.). Philadelphia, PA: SIAM. WoS50 |
| 2015 | Wake, G., & Roberts, A. J. (2015). Proceedings of the Mathematics for Industry NZ Study Group 2015 (Vol. 57). Australian Mathematical Publishing Association, Inc.. DOI |
| 2015 | Wake, G., & Roberts, A. J. (2015). Proceedings of the Mathematics for Industry NZ Study Group 2015 (Vol. 57). Australian Mathematical Publishing Association, Inc.. DOI |
| 2014 | Farrell, T., & Roberts, A. J. (Eds.) (2014). Proceedings of the Mathematics in Industry Study Group 2013 (Vol. 64). Australian Mathematical Publishing Association, Inc.. DOI |
| 2014 | Farrell, T., & Roberts, A. J. (Eds.) (2014). Proceedings of the Mathematics in Industry Study Group 2013 (Vol. 64). Australian Mathematical Publishing Association, Inc.. DOI |
| 2012 | Shephard, J., Stacey, A., & Roberts, A. J. (Eds.) (2012). Proceedings of the Mathematics in Industry Study Group 2012 (Vol. 54). Australian Mathematical Publishing Association, Inc.. DOI |
| 2012 | Shephard, J., Stacey, A., & Roberts, A. J. (Eds.) (2012). Proceedings of the Mathematics in Industry Study Group 2012 (Vol. 54). Australian Mathematical Publishing Association, Inc.. DOI |
| 2012 | Nelson, M., Roberts, A., Coupland, M., Hamilton, T., & Sidhu, H. (Eds.) (2012). Proceedings of the Engineering Mathematics and Applications Conference (Vol. 54). Australian Mathematical Society. DOI |
| 2008 | Roberts, A. (2008). Elementary Calculus of Financial Mathematics (Vol. 15). Philadelphia: Society for Industrial and Applied Mathematics. |
| Year | Citation |
|---|---|
| 2022 | Hocking, G. C. (2022). A Model for Coating Steel—Draining Under Gravity. In Mathematics for Industry (pp. 1-12). Springer Nature Singapore. DOI |
| 2021 | Roberts, A. J. (2021). Rigorous modelling of nonlocal interactions determines a macroscale advection-diffusion PDE. In D. R. Wood, J. de Gier, C. E. Praeger, & T. Tao (Eds.), 2019-20 MATRIX Annals (pp. 423-437). Springer International Publishing. DOI |
| 2019 | Chen, X., & Roberts, A. (2019). Error estimation on projective integration of expensive multiscale stochastic simulation. In X. Chen, Y. Lv, & W. Wang (Eds.), Stochastic PDEs and Modelling of Multiscale Complex System (Vol. 20, pp. 177-193). Singapore: World Scientific Publishing. DOI Scopus1 |
| 2019 | Cao, M., & Roberts, A. (2019). Multiscale modelling couples patches of two-layer thin fluid flow. In X. Chen, Y. Lv, & W. Wang (Eds.), Stochastic PDEs and Modelling of Multiscale Complex System (Vol. 20, pp. 111-137). Singapore: World Scientific Publishing Company. DOI |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 505-506). SIAM. |
| 2015 | Roberts, A. J. (2015). Appropriate initial conditions empower accurate forecasts. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 377-403). SIAM. |
| 2015 | Roberts, A. J. (2015). Perturbed algebraic equations solved iteratively. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 5-31). SIAM. |
| 2015 | Roberts, A. J. (2015). Resolve inertia in thicker faster fluid films. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 295-314). SIAM. |
| 2015 | Roberts, A. J. (2015). Averaging is often a good first modeling approximation. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 575-583). SIAM. |
| 2015 | Roberts, A. J. (2015). Model the modulation of oscillations. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 529-565). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 441-442). SIAM. |
| 2015 | Roberts, A. J. (2015). Introducing basic stochastic calculus. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 625-683). SIAM. |
| 2015 | Roberts, A. J. (2015). Introduce holistic discretization on just two elements. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 447-469). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems Preface. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. IX-+). SIAM. |
| 2015 | Roberts, A. J. (2015). Power series solve ordinary differential equations. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 33-61). SIAM. |
| 2015 | Roberts, A. J. (2015). Conservation underlies mathematical modeling of fluids. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 223-242). SIAM. |
| 2015 | Roberts, A. J. (2015). The center manifold emerges. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 113-168). SIAM. |
| 2015 | Roberts, A. J. (2015). Holistic discretization in one space dimension. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 471-503). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 217-218). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 567). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 315-316). SIAM. |
| 2015 | Roberts, A. J. (2015). A normal form of oscillations illuminates their character. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 63-105). SIAM. |
| 2015 | Roberts, A. J. (2015). Part VII Summary. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 721-723). SIAM. |
| 2015 | Roberts, A. J. (2015). Thin fluid films evolve slowly over space and time. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 271-293). SIAM. |
| 2015 | Roberts, A. J. (2015). Separating fast and slow dynamics proves modeling. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 341-375). SIAM. |
| 2015 | Roberts, A. J. (2015). Cross-stream mixing causes longitudinal dispersion along pipes. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 243-269). SIAM. WoS2 |
| 2015 | Roberts, A. J. (2015). Coordinate transforms separate slow from fast in nonautonomous dynamics. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 585-623). SIAM. |
| 2015 | Roberts, A. J. (2015). Model Emergent Dynamics in Complex Systems. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 107). SIAM. |
| 2015 | Roberts, A. J. (2015). Directly model oscillations in Cartesian-like variables. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 511-528). SIAM. |
| 2015 | Roberts, A. J. (2015). Construct slow center manifolds iteratively. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 169-216). SIAM. |
| 2015 | Roberts, A. J. (2015). Normal-form transformations simplify evolution. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 323-339). SIAM. |
| 2015 | Roberts, A. J. (2015). Subcenter slow manifolds are useful but do not emerge. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 405-440). SIAM. |
| 2015 | Roberts, A. J. (2015). Strong and weak models of stochastic dynamics. In MODEL EMERGENT DYNAMICS IN COMPLEX SYSTEMS (pp. 685-719). SIAM. |
| 2011 | Duan, J., Roberts, A., & Wang, W. (2011). Averaging, homogenization and slow manifolds for stochastic partial differential equations. In New Trends in Stochastic Analysis and Related Topics, 2011 (pp. 89-125). World Scientific. DOI Scopus2 |
| 2009 | Samaey, G., Roberts, A., & Kevrekidis, I. (2009). Equation-free computation: an overview of patch dynamics. In J. Fish (Ed.), Multiscale Methods: bridging the scales in science and engineering (Vol. 9780199233854, 1 ed., pp. 216-246). Oxford: Oxford University Press. DOI Scopus11 |
| 2009 | Roberts, A. J. (2009). Extra MATLAB/SCILAB Code. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 115-117). SIAM. |
| 2009 | Roberts, A. J. (2009). Stochastic Integration Proves Ito's Formula. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 93-114). SIAM. |
| 2009 | Roberts, A. J. (2009). Two Alternate Proofs. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 119-123). SIAM. |
| 2009 | Roberts, A. J. (2009). The Fokker-Planck Equation Describes the Probability Distribution. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 61-91). SIAM. |
| 2009 | Roberts, A. J. (2009). Ito's Stochastic Calculus Introduced. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 39-60). SIAM. |
| 2009 | Roberts, A. J. (2009). Financial Indices Appear to Be Stochastic Processes. In ELEMENTARY CALCULUS OF FINANCIAL MATHEMATICS (Vol. 15, pp. 1-38). SIAM. |
| 2005 | Jelinek, H., Cornforth, D., Roberts, A., Landini, G., Bourke, P., & Iorio, A. (2005). Image processing of finite size rat retinal ganglion cells using multifractal and local connected fractal analysis. In G. Webb, & X. Yu (Eds.), AI 2004: Advances in Artificial Intelligence (Vol. 3339, pp. 961-966). Berlin: Springer. DOI Scopus15 WoS7 |
| 2003 | Roberts, A. (2003). Low-dimensional modelling of dynamical systems applied to some dissipative fluid mechanics. In Nonlinear dynamics: from lasers to butterflies (pp. 257-313). Singapore: World Scientific Publishing. |
| 2002 | Melnik, R., & Roberts, A. (2002). Computational models for materials with shape memory: towards a systematic description of coupled phenomena. In Computational science-ICCS 2002 (Vol. 2330 LNCS, pp. 490-499). Berlin; New York: Springer. DOI Scopus7 WoS6 |
| Year | Citation |
|---|---|
| - | Edson, R., Bunder, J., Mattner, T., & Roberts, A. (n.d.). Kuramoto-Sivashinsky PDE Lyapunov Exponents: Code & Data. DOI |
| Year | Citation |
|---|---|
| 2024 | Roberts, A. J. (2024). Construct accurate multi-continuum micromorphic homogenisations in multi-D space-time with computer algebra. |
| 2024 | Tran-Duc, T., Bunder, J. E., & Roberts, A. J. (2024). Efficient prediction of static and dynamical responses of functional graded beams using sparse multiscale patches. |
| 2023 | Tran-Duc, T., Bunder, J., & Roberts, A. (2023). Efficient Computational Homogenisation of 2d Beams of Heterogeneous Elasticity Using the Patch Scheme. DOI |
| 2022 | Divahar, J., Roberts, A. J., Mattner, T. W., Bunder, J. E., & Kevrekidis, I. G. (2022). Staggered grids for multidimensional multiscale modelling. |
| 1994 | Roberts, A. J. (1994). Long-wave models of thin film fluid dynamics. |
| 1994 | Roberts, A. J. (1994). The Swift-Hohenberg Equation Requires Non-Local Modifications to Model Spatial Pattern Evolution of Physical Problems. |
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DP180100050 A three year Discovery Project Multiscale modelling of systems with complex microscale detail: Mathematical analysis supports systematic and efficient macroscale mod- elling and simulation with Dr. J. Bunder and Prof I.G. Kevrekidis: 2018–20, $327,234.
DP150102385 A five year Discovery Project Complex Multi- scale Systems: Modeling, Analysis and Scientific Computation with Prof I.G. Kevrekidis: 2015–9, $530,700.
DP120104260 A three year Discovery Project Accurate modelling of large multiscale dynamical systems for engineering and scientific simulation and analysis with Prof I.G. Kevrekidis: 2012–4, $330,000.
LP110200799 A four year Linkage Grant, Novel technology for enhanced coal seam gas production utilising mechanisms of stimulated cleat permeability through graded particle injection with Prof Pavel Bedrikovetski, Prof Anthony J Roberts, A/Prof Andrei G Kotooussov, Prof Mark J Biggs, Prof Sheik S Rahman, Dr Yildiray Cinar, Dr Mark R Tin- gay, Dr Manouchehr Haghighi, A/Prof Phillip Pendleton, Dr John D Codrington, Mr Jose T Rodrigues, Mr Imran Abbasy: 2011–14, $360,000.
LP100100613 A three year Linkage Grant, Development of innovative technologies for oil production based on the advanced theory of suspension flows in porous media with Prof Pavel Bedrikovetski, Prof Anthony J Roberts, Dr Andrei G Kotooussov, A/Prof Phillip Pendleton, Mr Keith S Boyle, Mr Jose T Rodrigues: 2010–12, $448,000.
DP0988738 A three year ARC Discovery Project grant, Effective and accurate model dynamics, deterministic and stochas- tic, across multiple space and time scales with Dr Strunin: 2009–11, $315,000.
DP0774311 A four year ARC Discovery Project grant, Mod- elling of multiscale systems in engineering and science sup- ports large-scale equation-free simulations and analysis with Prof. Kevrekidis: 2007–10, $390,000.
DP0560040 A three year ARC Discovery Project grant, Systematically model the large-scale complexity of turbulent floods and thin film flows with Dr Strunin: 2005–7, $120,000.
A00000399 A three year ARC Discovery Project grant, Developing effective and complete low-dimensional modelling of fluid dynamics: 2000–2, $144,000.
and more in previous decades.
All levels, all topics.
| Date | Role | Research Topic | Program | Degree Type | Student Load | Student Name |
|---|---|---|---|---|---|---|
| 2018 - 2022 | Principal Supervisor | Accurate multiscale simulation of wave-like systems | Doctor of Philosophy | Doctorate | Full Time | Mr Divahar Jayaraman |
| 2013 - 2017 | Principal Supervisor | Developing Multiscale Methodologies for Computational Fluid Mechanics | Doctor of Philosophy | Doctorate | Full Time | Mr Hammad Mayoof M Alotaibi |
| 2013 - 2016 | Co-Supervisor | Analytical Modelling of Two-Phase Multi-Component Flow in Porous Media with Dissipative and Non-equilibrium Effects | Doctor of Philosophy | Doctorate | Full Time | Dr Sara Borazjani |
| 2012 - 2015 | Principal Supervisor | Multiscale Modelling of Continuum and Discrete Dynamics in Materials with Complicated Microstructure | Doctor of Philosophy | Doctorate | Full Time | Dr Chen Chen |
| 2011 - 2014 | Principal Supervisor | Modelling environmental turbulent fluids and multiscale modelling couples patches of wave-like system | Doctor of Philosophy | Doctorate | Full Time | Mr Meng Cao |