13 citations · 21 across the 8 of their papers we have counts for
9 papers
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…
QuantumDNA: A Python Package for Analyzing Quantum Charge Dynamics in DNA and Exploring Its Biological Relevance
Dennis Herb, Marco Trenti, Marilena Mantela +3
The study of DNA charge dynamics is a highly interdisciplinary field that bridges physics, chemistry, biology, and medicine, and plays a critical role in processes such as DNA dama…
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…
Effect of environmental noise on charge diffusion in DNA: Towards modeling its potential epigenetic impact in live processes
Mirko Rossini, Ole Ammerpohl, Reiner Siebert +1
Charge diffusion through desoxyribonucleic acid (DNA) is a physico-chemical phenomenon that on the one hand is being explored for technological purposes, on the other hand is appli…
Ultrafast excitonic dynamics in DNA: Bridging correlated quantum dynamics and sequence dependence
D. Herb, M. Rossini, J. Ankerhold
After photo-excitation of DNA, the excited electron (in the LUMO) and the remaining hole (in the HOMO) localized on the same DNA base form a bound pair, called the Frenkel exciton,…
AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions
Esteban Real, Mirko Rossini, Connal de Souza +7
Transcendental functions, such as the exponential, are central to scientific computing, yet they cannot be natively calculated by digital hardware. Instead, computers must approxim…
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…
Sliding states of a soft-colloid cluster crystal: Cluster versus single-particle hopping
Mirko Rossini, Lorenzo Consonni, Andrea Stenco +2
We study a two-dimensional model for interacting colloidal particles which displays spontaneous clustering. Within this model we investigate the competition between the pinning to…