Scaling Gaussian Processes for Deterministic Model Predictive Control with Online Updates: A Framework for Model Selection and Re-identification in Process Control

Michael W. Fouts, David S. Mebane, Fernando V. Lima

Open source

DOI
10.1021/acs.iecr.6c01228
Published
2026-08-14
Container
Industrial & Engineering Chemistry Research
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/acs.iecr.6c01228,
  title = {Scaling Gaussian
Processes for Deterministic Model
Predictive Control with Online Updates: A Framework for Model Selection
and Re-identification in Process Control},
  author = {Michael W. Fouts and David S. Mebane and Fernando V. Lima},
  year = {2026},
  journal = {Industrial \& Engineering
Chemistry Research},
  doi = {10.1021/acs.iecr.6c01228},
  url = {https://doi.org/10.1021/acs.iecr.6c01228}
}

RIS

TY  - JOUR
TI  - Scaling Gaussian
Processes for Deterministic Model
Predictive Control with Online Updates: A Framework for Model Selection
and Re-identification in Process Control
AU  - Michael W. Fouts
AU  - David S. Mebane
AU  - Fernando V. Lima
PY  - 2026
JO  - Industrial & Engineering
Chemistry Research
DO  - 10.1021/acs.iecr.6c01228
UR  - https://doi.org/10.1021/acs.iecr.6c01228
ER  - 

APA

Fouts, M. W., Mebane, D. S., & Lima, F. V. (2026). Scaling Gaussian Processes for Deterministic Model Predictive Control with Online Updates: A Framework for Model Selection and Re-identification in Process Control. Industrial & Engineering Chemistry Research. https://doi.org/10.1021/acs.iecr.6c01228

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