MPC controller for blood glucose regulation in T1DM using the Bergman minimal model. Implemented in MATLAB/CasADi with IPOPT solver.
-
Updated
Aug 13, 2026 - MATLAB
#
bergman-model
Here are 5 public repositories matching this topic...
Trabajo de Fin de Grado de Ingeniería del Software: Diseño, implementación y validación de un modelo híbrido basado en el Modelo Mínimo de Bergman, con la finalidad de mejorar la capacidad de predicción incorporando una red neuronal para estimar el parámetro que determina la capacidad de la insulina para aumentar la captación de la glucosa.
time-series neural-network diabetes ordinary-differential-equations hybrid-model minimal-model universal-differential-equations glycemic-control bergman-model
-
Updated
Apr 22, 2026 - Jupyter Notebook
Academic MATLAB/Simulink project on glucose–insulin dynamics modelling and control using an extended Bergman-based model.
matlab simulink artificial-pancreas pid-control biomedical-engineering fuzzy-control biomedical-modeling bergman-model glucose-insulin
-
Updated
Jun 23, 2026 - MATLAB
Biomedical Enginering Project, using parameterized ordinary differential equation model of plasma glucose regulation to simulate the physiological response to an intravenous glucose bolus.
-
Updated
Aug 9, 2026 - Python
Artificial Pancreas system identification using Python, PyTorch, and ANFIS. Blood glucose prediction based on the Bergman minimal model.
python machine-learning deep-learning pytorch diabetes predictive-modeling fuzzy-logic anfis glucose-prediction bergman-model
-
Updated
Aug 13, 2026 - Python
Add this topic to your repo
To associate your repository with the bergman-model topic, visit your repo's landing page and select "manage topics."