1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.IT2025
Breaking Rank -- A Novel Unscented Kalman Filter for Parameter Estimations of a Lumped-Parameter Cardiovascular Model
Alex Thornton, Ian Halliday, Harry Saxton +1
We make modifications to the unscented Kalman filter (UKF) which bestow almost complete practical identifiability upon a lumped-parameter cardiovascular model with 10 parameters an…
q-bio.QM2023★ 1 cited
New Perspectives on Sensitivity and Identifiability Analysis using the Unscented Kalman Filter
Harry Saxton, Xu Xu, Ian Halliday +1
Detailed dynamical systems' models used in the life sciences may include hundreds of state variables and many input parameters, often with physical meaning. Therefore, efficient an…