62 citations · 177 across the 11 of their papers we have counts for
3 papers · 1 filter
Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence
Lukas Schulze Balhorn, Kevin Degens, Artur M. Schweidtmann
Control structure design is an important but tedious step in P&ID development. Generative artificial intelligence (AI) promises to reduce P&ID development time by supporting engine…
Toward autocorrection of chemical process flowsheets using large language models
Lukas Schulze Balhorn, Marc Caballero, Artur M. Schweidtmann
The process engineering domain widely uses Process Flow Diagrams (PFDs) and Process and Instrumentation Diagrams (P&IDs) to represent process flows and equipment configurations. Ho…
Learning from flowsheets: A generative transformer model for autocompletion of flowsheets
Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann
We propose a novel method enabling autocompletion of chemical flowsheets. This idea is inspired by the autocompletion of text. We represent flowsheets as strings using the text-bas…