activity
20172023
most citedBiologically-informed neural networks guide mechanistic modeling from sparse experimental data

176 citations · 874 across the 40 of their papers we have counts for

collaborators

43 papers

q-bio.PE2023

Survival, extinction, and interface stability in a two--phase moving boundary model of biological invasion

Matthew J Simpson, Nizhum Rahman, Scott W McCue +1

We consider a moving boundary mathematical model of biological invasion. The model describes the spatiotemporal evolution of two adjacent populations: each population undergoes lin…

q-bio.PE2023

Exact sharp-fronted solutions for nonlinear diffusion on evolving domains

Stuart T. Johnston, Matthew J. Simpson

Models of diffusive processes that occur on evolving domains are frequently employed to describe biological and physical phenomena, such as diffusion within expanding tissues or su…

physics.bio-ph2023★ 4 cited

Simplified models of diffusion in radially-symmetric geometries

Luke P. Filippini, Matthew J. Simpson, Elliot J. Carr

We consider diffusion-controlled release of particles from -dimensional radially-symmetric geometries. A quantity commonly used to characterise such diffusive processes is the p…

q-bio.PE2023

Exact solutions for diffusive transport on heterogeneous growing domains

Stuart T. Johnston, Matthew J. Simpson

From the smallest biological systems to the largest cosmological structures, spatial domains undergo expansion and contraction. Within these growing domains, diffusive transport is…

nlin.SI2022

Exact time-dependent solutions of a Fisher-KPP-like equation obtained with nonclassical symmetry analysis

Scott W McCue, Bronwyn H Bradshaw-Hajek, Matthew J Simpson

We consider a family of exact solutions to a nonlinear reaction-diffusion model, constructed using nonclassical symmetry analysis. In a particular limit, the mathematical model app…

physics.bio-ph2022

The Effect of Geometry on Survival and Extinction in a Moving-Boundary Problem Motivated by the Fisher-KPP Equation

Alexander K. Y. Tam, Matthew J. Simpson

The Fisher-Stefan model involves solving the Fisher-KPP equation on a domain whose boundary evolves according to a Stefan-like condition. The Fisher-Stefan model alleviates two pra…