A5057452174- Distributed and Parallel Computing Systems
- Scientific Computing and Data Management
- Radiation Detection and Scintillator Technologies
- Robotics and Automated Systems
- Advanced Research in Systems and Signal Processing
- Radiation Effects in Electronics
- Solar Radiation and Photovoltaics
- Particle Detector Development and Performance
- Software System Performance and Reliability
- Cloud Computing and Resource Management
- Energy Load and Power Forecasting
University of Potsdam
2021-2024
Czech Academy of Sciences, Institute of Physics
2021
Czech Technical University in Prague
2018
Seidler et al., (2024). Mantik: A Workflow Platform for the Development of Artificial Intelligence on High-Performance Computing Infrastructures. Journal Open Source Software, 9(98), 6136, https://doi.org/10.21105/joss.06136
A network of Timepix (TPX) devices installed in the ATLAS cavern has unique capability measuring luminosity with thermal neutron counting Large Hadron Collider proton-proton collisions at 13 TeV. Compared hit-counting method, method advantage that it is not affected by induced radioactivity. The results determination are presented for several independently operated TPX detectors. long-term time stability measurements individual and between different devices. high-statistics data sets allow a...
<p>Earth system modeling is virtually impossible without dedicated data analysis. Typically, are big and due to the complexity of system, adequate tools for analysis lie in domain machine learning or artificial intelligence. However, earth specialists have other expertise than developing deploying state-of-the art programming code which needed efficiently use modern software frameworks computing resources. In addition, Cloud HPC infrastructure frequently run analyses with...
<p>Obtaining a quantitative measure for the uncertainty of forecasts renewable energy has proven to be challenging problem in past. We present results on predicting forecast conditioned large weather situation (Großwetterlage). As first attempt, we use objective classification by German Meteorological Service (DWD), which sorts into 40 situations based wind direction, cyclonality and moisture atmosphere.</p><p>The considered concern...