3 papers
q-bio.QM2026
Topological model selection: a case-study in tumour-induced angiogenesis
Robert A McDonald, Helen M Byrne, Heather A Harrington +2
Comparing mathematical models offers a means to evaluate competing scientific theories. However, exact methods of model calibration are not applicable to many probabilistic models…
stat.ME2025
Joint graphical model estimation using Stein-type shrinkage for fast large scale network inference in scRNAseq data
Duong H. T. Vo, Nelofer Syed, Thomas Thorne
Graphical modeling is a widely used tool for analyzing conditional dependencies between variables and traditional methods may struggle to capture shared and distinct structures in…
cs.CE2024
Calibration of stochastic, agent-based neuron growth models with Approximate Bayesian Computation
Tobias Duswald, Lukas Breitwieser, Thomas Thorne +2
Understanding how genetically encoded rules drive and guide complex neuronal growth processes is essential to comprehending the brain's architecture, and agent-based models (ABMs)…