4 papers
The singularity probability of dense random regular graphs
Zeyan Song, Hanchao Wang, Shengyan Yin +1
Let be a uniformly random simple -regular graph on vertices, and let be its adjacency matrix. For every fixed , we prove that for any $λ(n-1)\le…
Towards a fully differentiable digital twin for solar cells
Marie Louise Schubert, Houssam Metni, Jan David Fischbach +18
Maximizing energy yield (EY) - the total electric energy generated by a solar cell within a year at a specific location - is crucial in photovoltaics (PV), especially for emerging…
A self-driving lab for solution-processed electrochromic thin films
Selma Dahms, Luca Torresi, Shahbaz Tareq Bandesha +5
Solution-processed electrochromic materials offer high potential for energy-efficient smart windows and displays. Their performance varies with material choice and processing condi…
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…