3 citations · 3 across the 1 of their papers we have counts for
2 papers
cs.LG2025★ 3 cited
Learning surrogate equations for the analysis of an agent-based cancer model
Kevin Burrage, Pamela M. Burrage, Justin N. Kreikemeyer +2
In this paper, we adapt a two-species agent-based cancer model that describes the interaction between cancer cells and healthy cells on a uniform grid to include the interaction wi…
math.DS2023
Using a library of chemical reactions to fit systems of ordinary differential equations to agent-based models: a machine learning approach
Pamela M. Burrage, Hasitha N. Weerasinghe, Kevin Burrage
In this paper we introduce a new method based on a library of chemical reactions for constructing a system of ordinary differential equations from stochastic simulations arising fr…