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math.OC2024★ 2 cited
Framing structural identifiability in terms of parameter symmetries
Johannes G Borgqvist, Alexander P Browning, Fredrik Ohlsson +1
A key step in mechanistic modelling of dynamical systems is to conduct a structural identifiability analysis. This entails deducing which parameter combinations can be estimated fr…
physics.data-an2024★ 1 cited
Approximate solutions of a general stochastic velocity-jump model subject to discrete-time noisy observations
Arianna Ceccarelli, Alexander P. Browning, Ruth E. Baker
Advances in experimental techniques allow the collection of high-resolution spatio-temporal data that track individual motile entities over time. These tracking data motivate the u…