A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing. - Benedikt Winter; Clemens Winter; Johannes Schilling; André Bardow (CoRR, 2022)

SPT-NRTL: A physics-guided machine learning model to predict thermodynamically consistent activity coefficients. - Benedikt Winter; Clemens Winter; Timm Esper; Johannes Schilling; André Bardow (CoRR, 2022)

Integrated design of solvent-antisolvent mixtures and crystallization processes powered by machine learning. - Luca Bosetti; Benedikt Winter; Johanna Lindfeld; André Bardow (Comput. Chem. Eng., 2025)