Learning from flowsheets: A generative transformer model for autocompletion of flowsheets G Vogel, LS Balhorn, AM Schweidtmann Computers & Chemical Engineering 171, 108162, 2023 | 45 | 2023 |
SFILES 2.0: an extended text-based flowsheet representation G Vogel, E Hirtreiter, L Schulze Balhorn, AM Schweidtmann Optimization and Engineering 24 (4), 2911-2933, 2023 | 15 | 2023 |
Graph-to-String Variational Autoencoder for Synthetic Polymer Design G Vogel, P Sortino, JM Weber AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 2023 | 3 | 2023 |
Completing Partial Reaction Equations with Rule and Language Model-based Methods M van Wijngaarden, G Vogel, JM Weber Computer Aided Chemical Engineering 53, 3139-3144, 2024 | 1 | 2024 |
Inverse design of copolymers including stoichiometry and chain architecture G Vogel, JM Weber Chemical Science 16 (3), 1161-1178, 2025 | | 2025 |
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry Y Zimmermann, A Bazgir, Z Afzal, F Agbere, Q Ai, N Alampara, ... arXiv preprint arXiv:2411.15221, 2024 | | 2024 |
Computational Completion of Partial Chemical Reaction Equations M van Wijngaarden, G Vogel, J Weber 2024 AIChE Annual Meeting, 2024 | | 2024 |
Generative Artificial Intelligence for Property-Guided Design of Co-Polymers G Vogel, J Weber 2024 AIChE Annual Meeting, 2024 | | 2024 |
Learning from flowsheets GC Vogel, L Schulze Balhorn, AM Schweidtmann | | 2023 |