2 papers
math.DS2026
Learning dynamical systems with biochemically informed neural ordinary differential equations
Luis L. Fonseca, Reinhard C. Laubenbacher, Lucas Böttcher
Ordinary differential equation models of biochemical reactions are often formulated as stoichiometric systems in which the dynamics arise from a collection of interacting processes…
stat.ME2024
EFECT: A Method to Quantify the Reproducibility of Stochastic Simulations
T. J. Sego, Matthias König, Luis L. Fonseca +13
Reproducibility is a fundamental requirement for validating scientific claims in computational research. Stochastic computational models are widely used in fields such as systems b…