12 citations · 13 across the 2 of their papers we have counts for
2 papers
math.OC2022★ 1 cited
Safe Bayesian Optimization using Interior-Point Methods -- Applied to Personalized Insulin Dose Guidance
Dinesh Krishnamoorthy, Francis J. Doyle
This paper considers the problem of Bayesian optimization for systems with safety-critical constraints, where both the objective function and the constraints are unknown, but can b…
eess.SY2021★ 12 cited
Automated Insulin Delivery for Type 1 Diabetes Mellitus Patients using Gaussian Process-based Model Predictive Control
Lukas Ortmann, Dawei Shi, Eyal Dassau +3
The human insulin-glucose metabolism is a time-varying process, which is partly caused by the changing insulin sensitivity of the body. This insulin sensitivity follows a circadian…