Publications

Publications · Models in the demo registry

📚 Publications

The papers below describe soft sensors that are included as part of the demo available in the model registry within the IndPenSim project. They don't explicitly mention STAMM, but their models are first-class citizens of the demo.

Computers & Chemical Engineering2025

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

Brett Metcalfe · Juan Camilo Acosta-Pavas · Carlos Eduardo Robles-Rodriguez · George K. Georgakilas · Theodore Dalamagas · Cesar Arturo Aceves-Lara · Fayza Daboussi · Jasper J. Koehorst · David Camilo Corrales

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Computers & Chemical Engineering2024

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

Juan Camilo Acosta-Pavas · Carlos Eduardo Robles-Rodriguez · David Griol · Fayza Daboussi · Cesar Arturo Aceves-Lara · David Camilo Corrales

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