Author

David J. Warne

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Flexible Transformations for Bayesian Score Calibration

Modern statistical models are growing increasingly complex in an effort to realistically capture system dynamics. Using standard simulation-based inference, these models may be computationally prohibitive, necessitating the use of model calibration methods. Bayesian score calibration is a computationally efficient fram...

Adam Bretherton, Joshua J. Bon, D. J. Warne et al. · 0 citations

Open access Aug 2026

Simulation and inference methods for non-Markovian stochastic reaction networks

This work develops efficient stochastic simulation algorithms for well-mixed non-Markovian stochastic reaction networks with stochastic delays that depend on system state and time and introduces a coupling scheme to generate exact non-Markovian sample paths that are positively correlated to an approximate non-Markovian...

Thomas P. Steele, D. J. Warne · PLoS Computational Biology · 0 citations