3 papers
cs.LG2026
Predicting New Research Directions in Materials Science using Large Language Models and Concept Graphs
Thomas Marwitz, Alexander Colsmann, Ben Breitung +10
Due to an exponential increase in published research articles, it is impossible for individual scientists to read all publications, even within their own research field. In this wo…
physics.app-ph2025
A Simultaneous Synergistic Protection Mechanism in Hybrid Perovskite-Organic Multi-junctions Enables Long-Term Stable and Efficient Tandem Solar Cells
Chao Liu, Kaicheng Zhang, Xin Zhou +22
Perovskite-organic tandem solar cells (P-O TSCs) hold great promise for next-generation thin-film photovoltaics, with steadily improving power conversion efficiency (PCE). However,…
cond-mat.mtrl-sci2025
Electron-Hole Separation Dynamics and Optoelectronic Properties of a PCE10:FOIC Blend
G. Ammirati, S. Turchini, F. Toschi +11
Understanding charge separation dynamics in organic semiconductor blends is crucial for optimizing the performance of organic photovoltaic solar cells. In this study, we explored t…