Black-box Model Identification of Physical Activity in Type-l Diabetes Patients. - Simone Faccioli; Basak Ozaslan; Jose F. Garcia-Tirado; Marc D. Breton; Simone Del Favero (EMBC, 2018)

A dynamical model of an aeration plant for wastewater treatment using a phenomenological based semi-physical modeling methodology. - C. Zuluaga-Bedoya; M. Ruiz-Botero; Manuel Ospina-Alarcón; Jose F. Garcia-Tirado (Comput. Chem. Eng., 2018)

Ensemble Model Predictive Control Strategies Can Reduce Exercise Hypoglycemia in Type 1 Diabetes: In Silico Studies. - Jose F. Garcia-Tirado; Patricio Colmegna; John Corbett; Basak Ozaslan; Marc D. Breton (ACC, 2019)

Identifiability of Control-Oriented Glucose-Insulin Linear Models: Review and Analysis. - Juan David Hoyos Giraldo; María F. Villa-Tamayo; Carlos E. Builes-Montaño; A. Ramirez-Rincón; José Luis Godoy; Jose F. Garcia-Tirado; Pablo S. Rivadeneira (IEEE Access, 2021)

Advanced hybrid artificial pancreas system improves on unannounced meal response - In silico comparison to currently available system. - Jose F. Garcia-Tirado; Dayu Lv; John Corbett; Patricio Colmegna; Marc D. Breton (Comput. Methods Programs Biomed., 2021)

Enabling Anticipatory Response in Multi-Stage MPC Formulation for Fully Automated Artificial Pancreas System. - Patricio Colmegna; Jenny L. Diaz C.; Jose F. Garcia-Tirado; Marc D. Breton (CDC, 2022)

Model Personalization in an Advanced Automated Insulin Delivery System: An In-Silico Exploration. - María F. Villa-Tamayo; Jenny L. Diaz C.; Marcela Moscoso-Vasquez; Alberto Castillo 003; Jose F. Garcia-Tirado; Patricio Colmegna; Marc D. Breton (ICSC, 2022)

Main glucose hepatic fluxes in healthy subjects predicted from a phenomenological-based model. - Carlos E. Builes-Montaño; Laura Lema-Pérez; Jose F. Garcia-Tirado; Hernan Alvarez (Comput. Biol. Medicine, 2022)

Clustering Time Series Data for Personalized Type 1 Diabetes Management. - Aylin Tastan; Clara Escorihuela-Altaba; Jose F. Garcia-Tirado; Kaspar Riesen (ICPRAI (2), 2024)

LSTM Networks and Graph Neural Networks for Predicting Events of Hypoglycemia. - Fabian Hüni; Jose F. Garcia-Tirado; Kaspar Riesen (S+SSPR, 2024)