Jennifer A. Flegg

Bayesian Parameter Balancing Enables Robust and Consistent Estimation of Kinetic Parameter Uncertainty

The paper introduces a Bayesian parameter balancing framework to estimate kinetic parameter uncertainty with robustness and consistency across studies.

REDUCED-PRECISION STOCHASTIC SIMULATION FOR MATHEMATICAL BIOLOGY

This paper evaluates reduced-precision floating-point arithmetic for accelerating stochastic simulations in mathematical biology without compromising statistical accuracy.

Likelihood-Free Parameter Inference for Spatiotemporal Stochastic Biological Models using Neural Posterior Estimation

The paper develops a neural posterior estimation framework for parameter inference in spatiotemporal stochastic biological models, demonstrating its effectiveness across multiple cell migration models.

Is testing the bee-all and end-all of varroa eradication?

This study models how testing and elimination strategies affect varroa mite spread among honeybee hives, finding that testing limitations and irregular schedules impact eradication success.

A mathematical model of metacarpal subchondral bone adaptation, microdamage, and repair in racehorses

This paper develops a mathematical model to simulate bone adaptation, microdamage accumulation, and repair in racehorses, finding that high-speed training causes significant damage and repair rates cannot offset it.

Revisiting the Natural History of Pulmonary Tuberculosis: a Bayesian Estimation of Natural Recovery and Mortality rates

This paper estimates natural recovery and mortality rates for tuberculosis using Bayesian methods and historical data, finding SP-TB has 15 times higher mortality than SN-TB.