112 citations · 158 across the 12 of their papers we have counts for
3 papers · 1 filter
Conformal Prediction in Dynamic Biological Systems
Alberto Portela, Julio R. Banga, Marcos Matabuena
Uncertainty quantification (UQ) is the process of systematically determining and characterizing the degree of confidence in computational model predictions. In the context of syste…
Generalized Inverse Optimal Control and its Application in Biology
Julio R. Banga, Sebastian Sager
Living organisms exhibit remarkable adaptations across all scales, from molecules to ecosystems. We believe that many of these adaptations correspond to optimal solutions driven by…
Parameter estimation in ODEs: assessing the potential of local and global solvers
M. Fernández de Dios, Ángel M. González-Rueda, Julio R. Banga +2
We consider the problem of parameter estimation in dynamic systems described by ordinary differential equations. A review of the existing literature emphasizes the need for determi…