Predicting New Research Directions in Materials Science using Large Language Models and Concept Graphs. - Thomas Marwitz; Alexander Colsmann; Ben Breitung; Christoph Brabec; Christoph Kirchlechner; Eva Blasco; Gabriel Cadilha Marques; Horst Hahn; Michael Hirtz; Pavel A. Levkin; Yolita M. Eggeler; Tobias Schlöder; et al. (CoRR, 2025)