Juan C. Acosta-Pavas

According to our database, Juan C. Acosta-Pavas authored at least 4 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Towards a machine learning operations (MLOps) soft sensor for real-time predictions in industrial-scale fed-batch fermentation.

Brett Metcalfe, Juan C. Acosta-Pavas, Carlos Eduardo Robles-Rodríguez, Georgios K. Georgakilas, Theodore Dalamagas, Cesar Arturo Aceves-Lara, Fayza Daboussi, Jasper J. Koehorst, David Camilo Corrales

Comput. Chem. Eng., 2025

2024

Soft sensors based on interpretable learners for industrial-scale fed-batch fermentation: Learning from simulations.

Juan C. Acosta-Pavas, Carlos Eduardo Robles-Rodríguez, David Griol, Fayza Daboussi, Cesar Arturo Aceves-Lara, David Camilo Corrales

Comput. Chem. Eng., 2024

2023

Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms.

Juan C. Acosta-Pavas, David Griol, Zoraida Callejas, David Camilo Corrales, Carlos Eduardo Robles-Rodríguez, Jérôme Morchain, César Arturo Aceves-Lara

Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023

2022

Use of Support Vector Machine to Fault Detection in Biomethanation Process.

Juan C. Acosta-Pavas, Carlos E. Robles-Rodríguez, C. Dumas, Arnaud Cockx, Jérôme Morchain, Cesar Arturo Aceves-Lara

Proceedings of the Distributed Computing and Artificial Intelligence, 2022