Lukas Schulze Balhorn

11 papers Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Environmental impacts prediction using graph neural networks on molecular graphs. Comput. Chem. Eng. Qinghe Gao, Lukas Schulze Balhorn, Alessandro Laera, Raoul Meys, Jonas Goßen, Jana M. Weber, Gregor Wernet, Artur M. Schweidtmann
2025	J	`jnl`	Rule-based autocorrection of Piping and Instrumentation Diagrams (P&IDs) on graphs. CoRR Lukas Schulze Balhorn, Niels Seijsener, Kevin Dao, Minji Kim, Dominik P. Goldstein, Ge H. M. Driessen, Artur M. Schweidtmann
2025	J	`jnl`	Talking like Piping and Instrumentation Diagrams (P&IDs). CoRR Achmad Anggawirya Alimin, Dominik P. Goldstein, Lukas Schulze Balhorn, Artur M. Schweidtmann
2024	J	`jnl`	Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence. CoRR Lukas Schulze Balhorn, Kevin Degens, Artur M. Schweidtmann
2023	J	`jnl`	Data augmentation for machine learning of chemical process flowsheets. CoRR Lukas Schulze Balhorn, Edwin Hirtreiter, Lynn Luderer, Artur M. Schweidtmann
2023	J	`jnl`	Learning from flowsheets: A generative transformer model for autocompletion of flowsheets. Comput. Chem. Eng. Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann
2023	J	`jnl`	Toward autocorrection of chemical process flowsheets using large language models. CoRR Lukas Schulze Balhorn, Marc Caballero, Artur M. Schweidtmann
2023	J	`jnl`	What does ChatGPT know about natural science and engineering? CoRR Lukas Schulze Balhorn, Jana M. Weber, Stefan Buijsman, Julian Romeo Hildebrandt, Martina Ziefle, Artur M. Schweidtmann
2022	J	`jnl`	Learning from flowsheets: A generative transformer model for autocompletion of flowsheets. CoRR Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann
2022	J	`jnl`	SFILES 2.0: An extended text-based flowsheet representation. CoRR Gabriel Vogel, Lukas Schulze Balhorn, Edwin Hirtreiter, Artur M. Schweidtmann
2022	J	`jnl`	Towards automatic generation of Piping and Instrumentation Diagrams (P&IDs) with Artificial Intelligence. CoRR Edwin Hirtreiter, Lukas Schulze Balhorn, Artur M. Schweidtmann