78 citations · 167 across the 7 of their papers we have counts for
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math.ST2023
Understanding the impact of numerical solvers on inference for differential equation models
Richard Creswell, Katherine M. Shepherd, Ben Lambert +5
Most ordinary differential equation (ODE) models used to describe biological or physical systems must be solved approximately using numerical methods. Perniciously, even those solv…
stat.CO2023★ 21 cited
Empirical quantification of predictive uncertainty due to model discrepancy by training with an ensemble of experimental designs: an application to ion channel kinetics
Joseph G. Shuttleworth, Chon Lok Lei, Dominic G. Whittaker +4
When mathematical biology models are used to make quantitative predictions for clinical or industrial use, it is important that these predictions come with a reliable estimate of t…