13 citations · 21 across the 8 of their papers we have counts for
4 papers · 1 filter
Quantum control of solid state qubits via Reinforcement Learning
Dennis Herb, Mirko Rossini, Sabine Wölk +3
The use of reinforcement learning (RL) in the design of quantum control strategies for pulse level control of NISQ era quantum devices is attracting growing interest. Model-free RL…
Tailored Error Mitigation for Single-Qubit Magnetometry
Miriam Resch, Dennis Herb, Mirko Rossini +2
Quantum sensing is an emerging field with the potential to outperform classical methods in both precision and spatial resolution. However, the sensitivity of the underlying quantum…
A Novel Quantum Algorithm for Efficient Attractor Search in Gene Regulatory Networks
Mirko Rossini, Felix M. Weidner, Joachim Ankerhold +1
The description of gene interactions that constantly occur in the cellular environment is an extremely challenging task due to an immense number of degrees of freedom and incomplet…
Single Qubit Error Mitigation by Simulating Non-Markovian Dynamics
Mirko Rossini, Dominik Maile, Joachim Ankerhold +1
Quantum simulation is a powerful tool to study the properties of quantum systems. The dynamics of open quantum systems are often described by Completely Positive (CP) maps, for whi…