Alex Browning | ARC Centre of Excellence for Mathematical and Statistical Frontiers

PhD Student

Queensland University of Technology

I am currently a PhD student at QUT, Brisbane, having completed an MPhil in 2017 and a BMath in 2015. My research interests include applied mathematics problems that use individual based models, inference techniques, optimal control, and, recently, materials science.

Research Interests:

mathematical biology

Optimal Control

Simulation-based inference

Stochastic models

Qualifications:

Bachelor of Mathematics

Master of Philosophy

Projects

Identifiability analysis for stochastic differential equation models in systems biology

ACEMS researchers bring together existing tools that are designed for one type of model and show how they can be used for paramater identifiability in stochastic models of biological processes.

Publications

Journal Articles

2021

Browning, A. P., Sharp J. A., Mapder T., Baker C. M., Burrage K., & Simpson M. J. (2021). Persistence as an optimal hedging strategy. Biophysical Journal. 120(1), 133-142. doi: 10.1016/j.bpj.2020.11.2260

Browning, A. P., Maclaren O. J., Buenzli P. R., Lanaro M., Allenby M. C., Woodruff M. A., et al. (2021). Model-based data analysis of tissue growth in thin 3D printed scaffolds. Journal of Theoretical Biology. 528, 110852. doi: 10.1016/j.jtbi.2021.110852

Simpson, M. J., Browning A. P., Drovandi C., Carr E. J., Maclaren O. J., & Baker R. E. (2021). Profile likelihood analysis for a stochastic model of diffusion in heterogeneous media. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 477(2250), 20210214. doi: 10.1098/rspa.2021.0214

2020

Browning, A. P., Warne D. J., Burrage K., Baker R. E., & Simpson M. J. (2020). Identifiability analysis for stochastic differential equation models in systems biology. Journal of The Royal Society Interface. 17(173), 20200652. doi: 10.1098/rsif.2020.0652

Browning, A. P., Jin W., Plank M. J., & Simpson M. J. (2020). Identifying density-dependent interactions in collective cell behaviour. Journal of The Royal Society Interface. 17(165), 20200143. doi: 10.1098/rsif.2020.0143

Sharp, J. A., Browning A. P., Mapder T., Baker C. M., Burrage K., & Simpson M. J. (2020). Designing combination therapies using multiple optimal controls. Journal of Theoretical Biology. 497, 110277. doi: 10.1016/j.jtbi.2020.110277

2019

Browning, A. P., Woodhouse F. G., & Simpson M. J. (2019). Reversible signal transmission in an active mechanical metamaterial. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences. 475(2227), 20190146. doi: 10.1098/rspa.2019.0146

Research links

Contact

alexander.browning@hdr.qut.edu.au

Welcome to the ACEMS Reportal

All contributors should enter data on all of the Centre’s reportable key performance indicators (KPIs).

Mr Alex Browning

Projects

Identifiability analysis for stochastic differential equation models in systems biology

Publications

2021

2020

2019

Research links

Contact

On social media

Links

ARC Centre of Excellence for Mathematical & Statistical Frontiers

Welcome to the ACEMS Reportal

All contributors should enter data on all of the Centre’s reportable key performance indicators (KPIs).

Mr Alex Browning

2021

2020

2019

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Links

ARC Centre of Excellence for Mathematical & Statistical Frontiers