Contributions to a conference proceedings

Modern scientific endeavors often require complex, data-intensive workflows leveraging distributed and heterogeneous computing and data resources. Such workflows often include multiple steps of classical simulations, but increasingly also ML and AI components. [...]

Radio Frequency Knock Out (RF-KO) resonant slow extraction is commissioned at the Cooler Synchrotron (COSY) Jülich for the first time to extract the stored beam and deliver spills with constant particle rates to the experiments. Therefore, transverse RF excitation generated with a software-defined radio is applied to control the extraction rate. [...]

The article presents for the first time a hybrid quantum-classical architecture in the context of subsurface target detection in the radar sounder signal. We enhance the classical convolutional neural network (CNN) based architecture by integrating a quantum layer in the latent space. [...]

Quantum Annealing (QA) is a powerful method for combinatorial optimisation derived from adiabatic quantum computation. The development of computing devices implementing QA accelerated its adoption in practical use cases. [...]

The prevailing problem of climate change urges the shift to climate-neutral energy supply and efficient energy use in all areas of society and industry. The share of energy usage for room heating is relatively high and therefore an important field to improve the efficiency as well as CO2-footprint of the energy supply. [...]