A modular framework combining binary segmentation, optimization, and sparse regression estimates piecewise-constant or continuously varying parameters in ODE/PDE models from state data.
Parameter estimation in systems biology models using spline approximation
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
math.OC 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Estimating Varying Parameters in Dynamical Systems: A Modular Framework Using Switch Detection, Optimization, and Sparse Regression
A modular framework combining binary segmentation, optimization, and sparse regression estimates piecewise-constant or continuously varying parameters in ODE/PDE models from state data.