Augmenting Scientific Creativity with Retrieval across Knowledge Domains. - Hyeonsu B. Kang; Sheshera Mysore; Kevin Huang 004; Haw-Shiuan Chang; Thorben Prein; Andrew McCallum; Aniket Kittur; Elsa A. Olivetti (CoRR, 2022)

Regress, Don't Guess - A Regression-like Loss on Number Tokens for Language Models. - Jonas Zausinger; Lars Pennig; Kacper Chlodny; Vincent Limbach; Anna Ketteler; Thorben Prein; Vishwa Mohan Singh; Michael Morris Danziger; Jannis Born (CoRR, 2024)

Retro-Rank-In: A Ranking-Based Approach for Inorganic Materials Synthesis Planning. - Thorben Prein; Elton Pan; Sami Haddouti; Marco Lorenz; Janik Jehkul; Tymoteusz Wilk; Cansu Moran; Menelaos Panagiotis Fotiadis; Artur P. Toshev; Elsa A. Olivetti; Jennifer L. M. Rupp (CoRR, 2025)

Language Models Enable Data-Augmented Synthesis Planning for Inorganic Materials. - Thorben Prein; Elton Pan; Janik Jehkul; Steffen Weinmann; Elsa A. Olivetti; Jennifer L. M. Rupp (CoRR, 2025)