Parameter estimation in differential equation models is a critical endeavour in the mathematical modelling of dynamic systems. Such models, represented by ordinary differential equations (ODEs), ...

Robert G. Chambers, Ivar E. Strand, Jr. A general approach to determining parameters of a traditional bioeconomic model is offered for the situation in which knowledge of resource abundance is unknown ...

Journal of Agricultural, Biological, and Environmental Statistics, Vol. 11, No. 1 (Mar., 2006), pp. 45-60 (16 pages) Many nonlinear functions have been used to predict crop yield response to applied ...

We leverage recent advancements in machine learning to develop an integrated method to solve globally and estimate models featuring agent heterogeneity, nonlinear constraints, and aggregate ...

Arguably, all of scientific inquiry in modern times begins with some sort of model. A model takes different parameters you are studying and uses them to make some claim about how our world works. It ...