12 citations · 13 across the 5 of their papers we have counts for
5 papers
Reservoir computing from collective dynamics of active colloidal oscillators
Veit-Lorenz Heuthe, Lukas Seemann, Samuel Tovey +1
Physical reservoir computing is a computational framework that offers an energy- and computation-efficient alternative to conventional training of neural networks. In reservoir com…
Complex dynamics in circular and deformed bilayer graphene inspired billiards with anisotropy and strain
Lukas Seemann, Jana Lukin, Max Häßler +2
While billiard systems of various shapes have been used as paradigmatic model systems in the fields of nonlinear dynamics and quantum chaos, few studies have investigated anisotrop…
Steering internal and outgoing electron dynamics in bilayer graphene cavities by cavity design
Lukas Seemann, Angelika Knothe, Martina Hentschel
Ballistic, gate-defined devices in two-dimensional materials offer a platform for electron optics phenomena influenced by the material's properties and gate control. We study the r…
Gate-tunable regular and chaotic electron dynamics in ballistic bilayer graphene cavities
Lukas Seemann, Angelika Knothe, Martina Hentschel
The dispersion of any given material is crucial for its charge carriers' dynamics. For all-electronic, gate-defined cavities in gapped bilayer graphene, we developed a trajectory-t…
Universality and beyond in optical microcavity billiards with source-induced dynamics
Lukas Seemann, Martina Hentschel
Optical microcavity billiards are a paradigm of a mesoscopic model system for quantum chaos. We demonstrate the action and origin of ray-wave correspondence in real and phase space…