SFILES 2.0: An extended text-based flowsheet representation. - Gabriel Vogel; Lukas Schulze Balhorn; Edwin Hirtreiter; Artur M. Schweidtmann (CoRR, 2022)

Towards automatic generation of Piping and Instrumentation Diagrams (P&IDs) with Artificial Intelligence. - Edwin Hirtreiter; Lukas Schulze Balhorn; Artur M. Schweidtmann (CoRR, 2022)

Data augmentation for machine learning of chemical process flowsheets. - Lukas Schulze Balhorn; Edwin Hirtreiter; Lynn Luderer; Artur M. Schweidtmann (CoRR, 2023)

What does ChatGPT know about natural science and engineering? - Lukas Schulze Balhorn; Jana M. Weber; Stefan Buijsman; Julian Romeo Hildebrandt; Martina Ziefle; Artur M. Schweidtmann (CoRR, 2023)

Toward autocorrection of chemical process flowsheets using large language models. - Lukas Schulze Balhorn; Marc Caballero; Artur M. Schweidtmann (CoRR, 2023)

Learning from flowsheets: A generative transformer model for autocompletion of flowsheets. - Gabriel Vogel; Lukas Schulze Balhorn; Artur M. Schweidtmann (Comput. Chem. Eng., 2023)

Supplementary information to "What does ChatGPT know about natural science and engineering?". - Lukas Schulze Balhorn; Jana M. Weber; Stefan Buijsman; Julian Romeo Hildebrandt; Martina Ziefle; Artur M. Schweidtmann (Zenodo, 2023)

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence. - Lukas Schulze Balhorn; Kevin Degens; Artur M. Schweidtmann (CoRR, 2024)

Rule-based autocorrection of Piping and Instrumentation Diagrams (P&IDs) on graphs. - Lukas Schulze Balhorn; Niels Seijsener; Kevin Dao; Minji Kim; Dominik P. Goldstein; Ge H. M. Driessen; Artur M. Schweidtmann (CoRR, 2025)

Talking like Piping and Instrumentation Diagrams (P&IDs). - Achmad Anggawirya Alimin; Dominik P. Goldstein; Lukas Schulze Balhorn; Artur M. Schweidtmann (CoRR, 2025)