Exploring the potential of time-series transformers for process modeling and control in chemical systems: An inevitable paradigm shift?

Author:

Sitapure Niranjan,Kwon Joseph Sang-Il

Publisher

Elsevier BV

Subject

General Chemical Engineering,General Chemistry

Reference74 articles.

1. Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae;Bangi;Chem. Eng. Res. Des.,2022

2. Deep hybrid modeling of chemical process: application to hydraulic fracturing;Bangi;Comput. Chem. Eng.,2020

3. Deep hybrid model-based predictive control with guarantees on domain of applicability;Bangi;AIChE J.,2022

4. Advanced control of crystallization processes;Braatz;Annu. Rev. Control,2002

5. Language models are few-shot learners;Brown;Adv. Neural Inf. Process. Syst.,2020

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