Use Cases

Route and Charging Station Optimization

  • Route planning of truck fleets in supply chain management (TSP / SPP)
  • Optimization of electric vehicle charging schedules
  • Solving LamA problem via MILP model
  • Optimization of Charging Schedules for Electric Cars (EMP)

Quantum-based Computational Fluid Dynamics

  • Quantenbasierte numerische Strömungssimulation mittels Quantum Circuit Learning
  • Computational Fluid Dynamics (VQLS)
  • Resilience Analysis of Critical Infrastructure Networks
  • Sensitivity Analysis for Network Failure
  • Accelerating TSP approximation through problem encoding optimization
  • Scenario-based route planning to safeguard automotive driving functions (TSP/ORP)
  • Solving the Assemly Line Balancing Problem 
  • Optimal cutting layouts for metal parts manufacturing (BPP)

Traffic Sign Recognition

  • Verification of Neural Networks with Quantum Deterministic Annealing


The interactive demonstrator notebooks have been licensed under the Apache licence (version 2.0). The files may only be used in accordance with the licence. A copy of the licence can be downloaded from Except as required by applicable law or agreed to in writing, software distributed under this licence is distributed on an "AS IS" basis, without warranties or conditions of any kind, either express or implied. See the licence for the specific rights and restrictions associated with it.
This is a research prototype. Liability for loss of profit, loss of production, business interruption, loss of use, loss of data and information, financing costs and other financial and consequential damage is excluded, except in cases of gross negligence, intent and personal injury.