Physics-informed neural networks for dynamic process operations with limited physical knowledge and data. - Mehmet Velioglu; Song Zhai; Sophia Rupprecht; Alexander Mitsos; Andreas Jupke; Manuel Dahmen (Comput. Chem. Eng., 2025)

Text2Model: Generating dynamic chemical reactor models using large language models (LLMs). - Sophia Rupprecht; Yassine Hounat; Monisha Kumar; Giacomo Lastrucci; Artur M. Schweidtmann (CoRR, 2025)

Multi-agent systems for chemical engineering: A review and perspective. - Sophia Rupprecht; Qinghe Gao; Tanuj Karia; Artur M. Schweidtmann (CoRR, 2025)