40 citations · 75 across the 3 of their papers we have counts for
3 papers
Data augmentation for machine learning of chemical process flowsheets
Lukas Schulze Balhorn, Edwin Hirtreiter, Lynn Luderer +1
Artificial intelligence has great potential for accelerating the design and engineering of chemical processes. Recently, we have shown that transformer-based language models can le…
Toward automatic generation of control structures for process flow diagrams with large language models
Edwin Hirtreiter, Lukas Schulze Balhorn, Artur M. Schweidtmann
Developing Piping and Instrumentation Diagrams (P&IDs) is a crucial step during process development. We propose a data-driven method for the prediction of control structures. Our m…
SFILES 2.0: An extended text-based flowsheet representation
Gabriel Vogel, Edwin Hirtreiter, Lukas Schulze Balhorn +1
SFILES are a text-based notation for chemical process flowsheets. They were originally proposed by d'Anterroches (Process flow sheet generation & design through a group contributio…