Dirk Husmeier

9PUBLICATIONS
28CO-AUTHORS
Statistical mechanics, physical combinatorics and mathematical aspects of condensed matterSimulation, modelling, and programming of mechatronics systemsBiological network analysisDisease surveillanceComputational physiology
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Publications (9)

|Jul 15, 2025
Approximate Bayesian inference in a model for self-generated gradient collective cell movement.

Jon Devlin, Agnieszka Borowska, Dirk Husmeier

|Mar 13, 2025
A comparison of Gaussian processes and polynomial chaos emulators in the context of haemodynamic pulse-wave propagation modelling.

L Mihaela Paun, Mitchel J Colebank, Dirk Husmeier

|Jan 03, 2023
Inferring the interaction rules of complex systems with graph neural networks and approximate Bayesian computation.

Jennifer Gaskell, Nazareno Campioni, Juan M Morales

|May 26, 2022
Combining rapid antigen testing and syndromic surveillance improves community-based COVID-19 detection in a low-income country.

Fergus J Chadwick, Jessica Clark, Shayan Chowdhury

|Mar 18, 2022
Bayesian optimisation for efficient parameter inference in a cardiac mechanics model of the left ventricle.

Agnieszka Borowska, Hao Gao, Alan Lazarus

|Nov 29, 2020
Markov chain Monte Carlo with Gaussian processes for fast parameter estimation and uncertainty quantification in a 1D fluid-dynamics model of the pulmonary circulation.

L Mihaela Paun, Dirk Husmeier

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Frequent Collaborators

3 joint publications

Hao Gao

2 joint publications

Kenneth Mangion

2 joint publications

Xiaoyu Luo

2 joint publications

Colin Berry