Matthew J. Simpson - researchr alias

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Viewing Publication 1 - 22 from 22

2024

Generalised likelihood profiles for models with intractable likelihoodsDavid J. Warne, Oliver J. Maclaren, Elliot J. Carr, Matthew J. Simpson, Christopher C. Drovandi. sac, 34(1):50, February 2024. [doi]

2023

Geometric analysis enables biological insight from complex non-identifiable models using simple surrogatesAlexander P. Browning, Matthew J. Simpson. ploscb, 19(1), January 2023. [doi]

Growth and adaptation mechanisms of tumour spheroids with time-dependent oxygen availabilityRyan J. Murphy, Gency Gunasingh, Nikolas K. Haass, Matthew J. Simpson. ploscb, 19(1), January 2023. [doi]

Profile-Wise Analysis: A profile likelihood-based workflow for identifiability analysis, estimation, and prediction with mechanistic mathematical modelsMatthew J. Simpson, Oliver J. Maclaren. ploscb, 19(9), 2023. [doi]

2022

Efficient inference and identifiability analysis for differential equation models with random parametersAlexander P. Browning, Christopher C. Drovandi, Ian W. Turner, Adrianne L. Jenner, Matthew J. Simpson. ploscb, 18(11):1010734, November 2022. [doi]

Approximate analytical solution for transient heat and mass transfer across an irregular interfaceElliot J. Carr, Dylan J. Oliver, Matthew J. Simpson. cnsns, 108:106211, 2022. [doi]

Exact time-dependent solutions of a Fisher-KPP-like equation obtained with nonclassical symmetry analysisScott W. Mccue, Bronwyn H. Bradshaw-Hajek, Matthew J. Simpson. appml, 132:108151, 2022. [doi]

Computationally efficient mechanism discovery for cell invasion with uncertainty quantificationDaniel J. Vandenheuvel, Christopher C. Drovandi, Matthew J. Simpson. ploscb, 18(11):1010599, November 2022. [doi]

Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processesDavid J. Warne, Thomas P. Prescott, Ruth E. Baker, Matthew J. Simpson. jcphy, 469:111543, 2022. [doi]

Rapid Bayesian Inference for Expensive Stochastic ModelsDavid J. Warne, Ruth E. Baker, Matthew J. Simpson. jcgs, 31(1):512-528, January 2022. [doi]

2021

Exact sharp-fronted travelling wave solutions of the Fisher-KPP equationScott W. Mccue, Maud El-Hachem, Matthew J. Simpson. appml, 114:106918, 2021. [doi]

2020

Biologically-informed neural networks guide mechanistic modeling from sparse experimental dataJohn H. Lagergren, John T. Nardini, Ruth E. Baker, Matthew J. Simpson, Kevin B. Flores. ploscb, 16(12), 2020. [doi]

2018

Three-dimensional experiments and individual based simulations show that cell proliferation drives melanoma nest formation in human skin tissueParvathi Haridas, Alexander P. Browning, Jacqui A. McGovern, D. L. Sean McElwain, Matthew J. Simpson. bmcsb, 12(1), 2018. [doi]

Multilevel rejection sampling for approximate Bayesian computationDavid J. Warne, Ruth E. Baker, Matthew J. Simpson. csda, 124:71-86, 2018. [doi]

2017

Quantifying the roles of random motility and directed motility using advection-diffusion theory for a 3T3 fibroblast cell migration assay stimulated with an electric fieldMatthew J. Simpson, Kai-Yin Lo, Yung-Shin Sun. bmcsb, 11(1), 2017. [doi]

Numerical solution of the time fractional reaction-diffusion equation with a moving boundaryMinling Zheng, Fawang Liu, Qingxia Liu, Kevin Burrage, Matthew J. Simpson. jcphy, 338:493-510, 2017. [doi]

2013

Multiple types of data are required to identify the mechanisms influencing the spatial expansion of melanoma cell coloniesKatrina K. Treloar, Matthew J. Simpson, Parvathi Haridas, Kerry J. Manton, David I. Leavesley, Donald L. S. McElwain, Ruth E. Baker. bmcsb, 7:137, 2013. [doi]

2008

Theoretical analysis and physical interpretation of temporal truncation errors in operator split algorithmsMatthew J. Simpson, Kerry A. Landman. mcs, 77(1):9-21, 2008. [doi]

2007

Nonmonotone chemotactic invasion: High-resolution simulations, phase plane analysis and new benchmark problemsMatthew J. Simpson, Kerry A. Landman. jcphy, 225(1):6-12, 2007. [doi]

2006

Characterizing and minimizing the operator split error for Fisher s equationMatthew J. Simpson, Kerry A. Landman. appml, 19(7):604-612, 2006. [doi]

2005

Diffusive and Chemotactic Cellular Migration: Smooth and Discontinuous Traveling Wave SolutionsKerry A. Landman, Matthew J. Simpson, J. L. Slater, D. F. Newgreen. siamam, 65(4):1420-1442, 2005. [doi]

Assessment of a non-traditional operator split algorithm for simulation of reactive transportMatthew J. Simpson, Kerry A. Landman, T. Prabhakar Clement. mcs, 70(1):44-60, 2005. [doi]

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