Search Results for author: Amanda Lane

Found 1 papers, 0 papers with code

Integrating knowledge-guided symbolic regression and model-based design of experiments to automate process flow diagram development

no code implementations7 May 2024 Alexander W. Rogers, Amanda Lane, Cesar Mendoza, Simon Watson, Adam Kowalski, Philip Martin, Dongda Zhang

To accelerate process flow diagram (PFD) optimisation and knowledge discovery, this work proposed a novel digital framework to automatically quantify process mechanisms by integrating symbolic regression (SR) within model-based design of experiments (MBDoE).

Symbolic Regression

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