Lukas Schulze Balhorn

According to our database, Lukas Schulze Balhorn authored at least 11 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Environmental impacts prediction using graph neural networks on molecular graphs.

Qinghe Gao, Lukas Schulze Balhorn, Alessandro Laera, Raoul Meys, Jonas Goßen, Jana M. Weber, Gregor Wernet, Artur M. Schweidtmann

Comput. Chem. Eng., 2026

2025

Talking like Piping and Instrumentation Diagrams (P&IDs).

Achmad Anggawirya Alimin, Dominik P. Goldstein, Lukas Schulze Balhorn, Artur M. Schweidtmann

CoRR, February, 2025

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, February, 2025

2024

Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence.

Lukas Schulze Balhorn, Kevin Degens, Artur M. Schweidtmann

CoRR, 2024

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

Dataset, September, 2023

Learning from flowsheets: A generative transformer model for autocompletion of flowsheets.

Gabriel Vogel, Lukas Schulze Balhorn, Artur M. Schweidtmann

Comput. Chem. Eng., March, 2023

Toward autocorrection of chemical process flowsheets using large language models.

Lukas Schulze Balhorn, Marc Caballero, 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

Data augmentation for machine learning of chemical process flowsheets.

Lukas Schulze Balhorn, Edwin Hirtreiter, Lynn Luderer, Artur M. Schweidtmann

CoRR, 2023

2022

Towards automatic generation of Piping and Instrumentation Diagrams (P&IDs) with Artificial Intelligence.

Edwin Hirtreiter, Lukas Schulze Balhorn, Artur M. Schweidtmann

CoRR, 2022

SFILES 2.0: An extended text-based flowsheet representation.

Gabriel Vogel, Lukas Schulze Balhorn, Edwin Hirtreiter, Artur M. Schweidtmann

CoRR, 2022