5 papers
Data-Driven Acceleration of Multi-Physics Simulations
Stefan Meinecke, Malte Selig, Felix Köster +2
Multi-physics simulations play a crucial role in understanding complex systems. However, their computational demands are often prohibitive due to high dimensionality and complex in…
Stability of Optically Injected Two-State Quantum-Dot Lasers
Stefan Meinecke, Benjamin Lingnau, André Röhm +1
Simultaneous two-state lasing is a unique property of semiconductor quantum-dot (QD) lasers. This not only changes steady-state characteristics of the laser device but also its dyn…
Efficient timing jitter simulation for passively mode-locked semiconductor lasers
Stefan Meinecke, Kathy Lüdge
Efficient simulation of the timing jitter in passively mode-locking lasers is key to their numerical investigation and optimization. We introduce a method based on the pulse-period…
Optimizing the Cavity-Arm Ratio of V-Shaped Semiconductor Disk Lasers
Stefan Meinecke, Kathy Lüdge
Passively mode-locked semiconductor disk lasers have received tremendous attention from both science and industry. Their relatively inexpensive production combined with excellent p…
Data-Driven Forecasting of Non-Equilibrium Solid-State Dynamics
Stefan Meinecke, Felix Köster, Dominik Christiansen +3
We present a data-driven approach to efficiently approximate nonlinear transient dynamics in solid-state systems. Our proposed machine-learning model combines a dimensionality redu…