publications

Journal articles

1. Frontiers

   Iterative calibration of medical digital twins via adaptive estimators

   Juan E. Sereno, Havilah Neujahr, Miguel Hernandez-Gonzalez, and 1 more author

   Frontiers in Applied Mathematics and Statistics, 2025

   DOI Bib

   @article{sereno2025iterative,
     title = {Iterative calibration of medical digital twins via adaptive estimators},
     author = {Sereno, Juan E. and Neujahr, Havilah and Hernandez-Gonzalez, Miguel and Hernandez-Vargas, Esteban A.},
     journal = {Frontiers in Applied Mathematics and Statistics},
     volume = {11},
     pages = {1699390},
     year = {2025},
     doi = {10.3389/fams.2025.1699390},
   }

2. IEEE L-CSS

   Time-Constrained MPC Approach for Switched Nonlinear Systems With Applications to Biomedical Problems

   Juan E. Sereno, A. D’Jorge, Esteban A. Hernandez-Vargas, and 1 more author

   IEEE Control Systems Letters, 2025

   DOI Bib

   @article{sereno2025timeconstrained,
     title = {Time-Constrained {MPC} Approach for Switched Nonlinear Systems With Applications to Biomedical Problems},
     author = {Sereno, Juan E. and D'Jorge, A. and Hernandez-Vargas, Esteban A. and González, Alejandro H.},
     journal = {IEEE Control Systems Letters},
     volume = {9},
     pages = {949--954},
     year = {2025},
     doi = {10.1109/LCSYS.2025.3577236},
   }

3. ARC

   Switched NMPC for epidemiological and social-economic control objectives in SIR-type systems

   Juan E. Sereno, A. D’Jorge, Antonio Ferramosca, and 2 more authors

   Annual Reviews in Control, 2023

   DOI Bib

   @article{sereno2023switched,
     title = {Switched {NMPC} for epidemiological and social-economic control objectives in {SIR}-type systems},
     author = {Sereno, Juan E. and D'Jorge, A. and Ferramosca, Antonio and Hernandez-Vargas, Esteban A. and González, Alejandro H.},
     journal = {Annual Reviews in Control},
     volume = {56},
     pages = {100901},
     year = {2023},
     doi = {10.1016/j.arcontrol.2023.100901},
   }

4. LAAR

   Impacts of Quantifying Social Distancing Measures on MPC Performance for SIR-Type Systems

   Juan E. Sereno, Antonio Ferramosca, Alejandro H. González, and 1 more author

   Latin American Applied Research, 2023

   DOI Bib HTML

   @article{sereno2023impacts,
     title = {Impacts of Quantifying Social Distancing Measures on {MPC} Performance for {SIR}-Type Systems},
     author = {Sereno, Juan E. and Ferramosca, Antonio and González, Alejandro H. and D'Jorge, A.},
     journal = {Latin American Applied Research},
     volume = {53},
     number = {4},
     pages = {417--422},
     year = {2023},
     doi = {10.52292/j.laar.2023.3278}
   }

5. Automatica

   Minimizing the epidemic final size while containing the infected peak prevalence in SIR systems

   Juan E. Sereno, A. Anderson, Antonio Ferramosca, and 2 more authors

   Automatica, 2022

   DOI Bib

   @article{sereno2022minimizing,
     title = {Minimizing the epidemic final size while containing the infected peak prevalence in {SIR} systems},
     author = {Sereno, Juan E. and Anderson, A. and Ferramosca, Antonio and Hernandez-Vargas, Esteban A. and González, Alejandro H.},
     journal = {Automatica},
     volume = {144},
     pages = {110496},
     year = {2022},
     doi = {10.1016/j.automatica.2022.110496},
   }

6. IFAC-PapersOnLine

   Model predictive control for optimal social distancing in a type SIR-switched model

   Juan E. Sereno, A. D’Jorge, Antonio Ferramosca, and 2 more authors

   IFAC-PapersOnLine, 2021

   DOI Bib

   @article{sereno2021social,
     title = {Model predictive control for optimal social distancing in a type {SIR}-switched model},
     author = {Sereno, Juan E. and D'Jorge, A. and Ferramosca, Antonio and Hernandez-Vargas, Esteban A. and González, Alejandro H.},
     journal = {IFAC-PapersOnLine},
     volume = {54},
     number = {15},
     pages = {251--256},
     year = {2021},
     doi = {10.1016/j.ifacol.2021.10.264}
   }

7. BSPC

   Meal detection and carbohydrate estimation based on a feedback scheme with application to the artificial pancreas

   J. L. Godoy, Juan E. Sereno, and Pablo S. Rivadeneira

   Biomedical Signal Processing and Control, 2021

   DOI Bib

   @article{godoy2021meal,
     title = {Meal detection and carbohydrate estimation based on a feedback scheme with application to the artificial pancreas},
     author = {Godoy, J. L. and Sereno, Juan E. and Rivadeneira, Pablo S.},
     journal = {Biomedical Signal Processing and Control},
     volume = {68},
     pages = {102715},
     year = {2021},
     doi = {10.1016/j.bspc.2021.102715}
   }

8. RIAI

   Nuevas estrategias de control glucémico en pacientes con diabetes mellitus tipo 1

   Pablo S. Rivadeneira, Juan E. Sereno, and M. A. Caicedo

   Revista Iberoamericana de Automática e Informática Industrial, 2019

   DOI Bib

   @article{rivadeneira2019nuevas,
     title = {Nuevas estrategias de control glucémico en pacientes con diabetes mellitus tipo 1},
     author = {Rivadeneira, Pablo S. and Sereno, Juan E. and Caicedo, M. A.},
     journal = {Revista Iberoamericana de Automática e Informática Industrial},
     volume = {16},
     number = {2},
     pages = {238--248},
     year = {2019},
     doi = {10.4995/riai.2018.9728}
   }

9. DYNA

   Artificial pancreas: glycemic control strategies for avoiding hypoglycemia

   Juan E. Sereno, M. A. Caicedo, and Pablo S. Rivadeneira

   DYNA, 2018

   DOI Bib HTML

   @article{sereno2018artificial,
     title = {Artificial pancreas: glycemic control strategies for avoiding hypoglycemia},
     author = {Sereno, Juan E. and Caicedo, M. A. and Rivadeneira, Pablo S.},
     journal = {DYNA},
     volume = {85},
     number = {207},
     pages = {198--207},
     year = {2018},
     doi = {10.15446/dyna.v85n207.71535}
   }

10. IFAC-PapersOnLine

    Blood glycemia reconstruction from discrete measurements using an impulsive observer

    Pablo S. Rivadeneira, Juan E. Sereno, N. Magdelaine, and 1 more author

    IFAC-PapersOnLine, 2017

    DOI Bib

    @article{rivadeneira2017blood,
      title = {Blood glycemia reconstruction from discrete measurements using an impulsive observer},
      author = {Rivadeneira, Pablo S. and Sereno, Juan E. and Magdelaine, N. and Moog, Claude H.},
      journal = {IFAC-PapersOnLine},
      volume = {50},
      number = {1},
      pages = {14723--14728},
      year = {2017},
      doi = {10.1016/j.ifacol.2017.08.2509}
    }

Book chapters

1. Book chapter

   Impulsive MPC schemes for biomedical processes: Application to type 1 diabetes

   Pablo S. Rivadeneira, J. L. Godoy, Juan E. Sereno, and 3 more authors

   In Control Applications for Biomedical Engineering Systems, 2020

   DOI Bib

   @incollection{rivadeneira2020impulsive,
     title = {Impulsive {MPC} schemes for biomedical processes: Application to type 1 diabetes},
     author = {Rivadeneira, Pablo S. and Godoy, J. L. and Sereno, Juan E. and Abuin, P. and Ferramosca, Antonio and González, Alejandro H.},
     booktitle = {Control Applications for Biomedical Engineering Systems},
     pages = {55--87},
     publisher = {Academic Press},
     year = {2020},
     doi = {10.1016/B978-0-12-817461-6.00003-2}
   }

Conference papers

1. CDC

   Adaptive Observers for Calibrating Immune Digital Twins in Viral Infections

   Angel Rodriguez-Liñan, Juan E. Sereno, Griselda Quiroz-Compean, and 1 more author

   In 64th IEEE Conference on Decision and Control (CDC), 2025

   DOI Bib

   @inproceedings{rodriguezlinan2025adaptive,
     title = {Adaptive Observers for Calibrating Immune Digital Twins in Viral Infections},
     author = {Rodriguez-Liñan, Angel and Sereno, Juan E. and Quiroz-Compean, Griselda and Hernandez-Vargas, Esteban A.},
     booktitle = {64th IEEE Conference on Decision and Control (CDC)},
     address = {Rio de Janeiro, Brazil},
     year = {2025},
     doi = {10.1109/CDC57313.2025.11312546},
   }

2. AADECA

   Closed-loop MPC-based artificial pancreas: Handling circadian variability of insulin sensitivity

   P. Abuin, Juan E. Sereno, Antonio Ferramosca, and 1 more author

   In 2020 Argentine Conference on Automatic Control (AADECA), 2020

   DOI Bib

   @inproceedings{abuin2020closed,
     title = {Closed-loop {MPC}-based artificial pancreas: Handling circadian variability of insulin sensitivity},
     author = {Abuin, P. and Sereno, Juan E. and Ferramosca, Antonio and González, Alejandro H.},
     booktitle = {2020 Argentine Conference on Automatic Control (AADECA)},
     address = {Buenos Aires, Argentina},
     year = {2020},
     doi = {10.23919/AADECA49780.2020.9301636}
   }

3. DTT

   A new Approach in Zone Model Predictive Control for Type 1 Diabetes to be Tested in Colombia

   Pablo S. Rivadeneira, M. A. Caicedo, and Juan E. Sereno

   In Diabetes Technology & Therapeutics, 2018

   Bib HTML

   @inproceedings{rivadeneira2018zone,
     title = {A new Approach in Zone Model Predictive Control for Type 1 Diabetes to be Tested in Colombia},
     author = {Rivadeneira, Pablo S. and Caicedo, M. A. and Sereno, Juan E.},
     booktitle = {Diabetes Technology \& Therapeutics},
     volume = {20},
     pages = {A86--A87},
     address = {Vienna, Austria},
     year = {2018},
   }

4. AADECA

   In Silico Test for MPC and SMC Controllers Under Parametric Variations in Type 1 Diabetic Patients

   Juan E. Sereno, M. A. Caicedo, Pablo S. Rivadeneira, and 1 more author

   In 2018 Argentine Conference on Automatic Control (AADECA), 2018

   DOI Bib

   @inproceedings{sereno2018insilico,
     title = {In Silico Test for {MPC} and {SMC} Controllers Under Parametric Variations in Type 1 Diabetic Patients},
     author = {Sereno, Juan E. and Caicedo, M. A. and Rivadeneira, Pablo S. and Camacho, O. E.},
     booktitle = {2018 Argentine Conference on Automatic Control (AADECA)},
     address = {Buenos Aires, Argentina},
     year = {2018},
     doi = {10.23919/AADECA.2018.8577284}
   }

5. AADECA

   Auto-tuning for model predictive controllers in patients with type 1 diabetes

   Juan E. Sereno and Pablo S. Rivadeneira

   In 2018 Argentine Conference on Automatic Control (AADECA), 2018

   DOI Bib

   @inproceedings{sereno2018autotuning,
     title = {Auto-tuning for model predictive controllers in patients with type 1 diabetes},
     author = {Sereno, Juan E. and Rivadeneira, Pablo S.},
     booktitle = {2018 Argentine Conference on Automatic Control (AADECA)},
     address = {Buenos Aires, Argentina},
     year = {2018},
     doi = {10.23919/AADECA.2018.8577219}
   }

6. CCAC

   A performance comparison between standard and impulsive ZMPC on type 1 diabetic patients

   Juan E. Sereno, Alejandro H. González, and Pablo S. Rivadeneira

   In 2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC), 2017

   DOI Bib

   @inproceedings{sereno2017performance,
     title = {A performance comparison between standard and impulsive {ZMPC} on type 1 diabetic patients},
     author = {Sereno, Juan E. and González, Alejandro H. and Rivadeneira, Pablo S.},
     booktitle = {2017 IEEE 3rd Colombian Conference on Automatic Control (CCAC)},
     pages = {1--6},
     publisher = {IEEE},
     year = {2017},
     doi = {10.1109/CCAC.2017.8276464}
   }

7. TAEE

   Artificial vision system for differential multiples robots

   Juan E. Sereno, F. Bolaños, and M. Vallejo

   In 2016 Technologies Applied to Electronics Teaching (TAEE), 2016

   DOI Bib

   @inproceedings{sereno2016vision,
     title = {Artificial vision system for differential multiples robots},
     author = {Sereno, Juan E. and Bolaños, F. and Vallejo, M.},
     booktitle = {2016 Technologies Applied to Electronics Teaching (TAEE)},
     pages = {1--5},
     publisher = {IEEE},
     address = {Sevilla, Spain},
     year = {2016},
     doi = {10.1109/TAEE.2016.7528379}
   }

8. CLCA

   Description of the positively invariant sets of a type 1 diabetic patient model

   T. Mohammadridha, Pablo S. Rivadeneira, Juan E. Sereno, and 2 more authors

   In 2016 Latin American Conference on Automatic Control (CLCA), 2016

   Bib HTML

   @inproceedings{mohammadridha2016invariant,
     title = {Description of the positively invariant sets of a type 1 diabetic patient model},
     author = {Mohammadridha, T. and Rivadeneira, Pablo S. and Sereno, Juan E. and Cardelli, M. and Moog, Claude H.},
     booktitle = {2016 Latin American Conference on Automatic Control (CLCA)},
     publisher = {IFAC},
     address = {Medellín, Colombia},
     year = {2016},
   }

9. CIIMA

   Propuesta pedagógica para el desarrollo de un curso en robótica básica

   Juan E. Sereno, Eliana I. Arango-Zuluaga, and Freddy Bolaños

   In III International Congress of Engineering Mechatronics and Automation, 2014

   Bib HTML

   @inproceedings{sereno2014robotica,
     title = {Propuesta pedagógica para el desarrollo de un curso en robótica básica},
     author = {Sereno, Juan E. and Arango-Zuluaga, Eliana I. and Bolaños, Freddy},
     booktitle = {III International Congress of Engineering Mechatronics and Automation},
     address = {Cartagena, Colombia},
     year = {2014},
   }