2 papers
stat.ME2026
Parameter Estimation for Differential Equation Models Using Generalized Profiling: A Computational Tutorial
Matthew J Simpson, James S Bennett, Alexander Johnston +1
Parameter estimation connects mathematical models to real-world data and decision making across many scientific and industrial applications. Standard approaches such as maximum lik…
stat.ME2024
Efficient inference for differential equation models without numerical solvers
Alexander Johnston, Ruth E. Baker, Matthew J. Simpson
Parameter inference is essential when interpreting observational data using mathematical models. Standard inference methods for differential equation models typically rely on obtai…