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…
A T-matrix database to promote information-driven research in nanophotonics
Nigar Asadova, Kaoutar Boussaoud, Jörg Meyer +2
Information-driven methods from machine learning and artificial intelligence for exploring the optical response of metasurfaces and, more generally, photonic systems rely on well-a…
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…
Gradient-based optimization of scatterer arrangements based on the T-matrix method
Nigar Asadova, Jan David Fischbach, Renaud Vallée +6
The demand for inverse design is increasing as the ability to fabricate sub-10 nm features expands the design space by orders of magnitude. Efficient inverse design benefits from d…