Helmholtz Institute Freiberg for Resource Technology
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1328 research outputs found
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Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models
No full textSoftware for 3D tracking of deformable bubbles in swarm
Data publication: Absolute energy-dependent scintillating screen calibration for real-time detection of laser-accelerated proton bunches
No full textAll necessary Data to recreate the published plots and images in the publication: "Absolute energy-dependent scintillating screen calibration for real-time detection of laser-accelerated proton bunches". Included are the raw scintillating screen images, the plotting data and Python Scripts used for calculations and plotting
Data publication: Coherent phonon and unconventional carriers in the magnetic kagome metal Fe3Sn2
No full textThis data set presents the optical pump-probe traces of Fe3Sn2 as function of temperature and excitation fluence. It also shows initial data analysis with exponential fits, relaxation times and FFT calculations
Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software
No full textThis repository contains simulation setups for the Multiphase Code Repository by HZDR for OpenFOAM Foundation Software. The simulation setups are separated into mono- and polydisperse bubbly flows utilising the Baseline model by HZDR set, setups for a morphology-adaptive multifield two-fluid model (disperse and resolved interfaces) and miscellaneous cases.
Acknowledgement: OpenFOAM(R) is a registered trade mark of OpenCFD Limited, producer and distributor of the OpenFOAM(R) software via www.openfoam.com. The Multiphase Cases Repository by HZDR for OpenFOAM Foundation Software is not compatible with the software released by OpenCFD Limited, but is based on the software released by the OpenFOAM Foundation via www.openfoam.orgThis work was supported by the Helmholtz European Partnering Program in the project "Crossing borders and scales (Crossing)"
Data publication: Fluid mechanics of Na-Zn liquid metal batteries
No full textThe dataset contains python scripts to reproduce the Turner diagram (double diffusive convection), the image on voltage efficiency and the 1D temperature profile
Data publication: Quantum delocalization, structural order, and density response of the strongly coupled electron liquid
No full textThis repository contains all PIMC data associated with the publication "Quantum delocalization, structural order, and density response of the strongly coupled electron liquid". Files generally follow the same units as in the figures; in addition, raw data for Fig. 2 are structured as follows: Fig2b: #1 q [a_Bohr^{-1}]; #2 l; #3 Chi(q,z_l)x32 Fig2a: #1 q [a_Bohr^{-1}]; #2 tau [Ha^{-1}]; #3 F(q,tau)x3
Training data for "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power"
No full textThis repository contains data for the NeurIPS conference paper titled "Harnessing Machine Learning for Single-Shot Measurement of Free Electron Laser Pulse Power".
Raw data is provided in the following files:
PBD2_VRFD_pbd2_stream_6_run52040_file114_20240227T153103.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file115_20240227T153214.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file116_20240227T153325.hdf5
PBD2_VRFD_pbd2_stream_6_run52040_file117_20240227T153436.hdf5
The raw data contains 23 machine parameters as well as the longitudinal phase space images of 2826 shots in the lasing-off regime of the FLASH2 beamline at DESY Hamburg.
Training data for the MLP model is contained in "electron_power_data_files_114_115_116_117.hdf5"
The training data contains 23 machine parameters as well as the temporal power profiles of 2826 electron bunches
Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models
No full textThis package contains the software and the trained models described in the publication "3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models". Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration.
Update
Minor bug fixes.
The code now also provides the option for extended tracking using temporal information from 2D tracks
Data publication: Ge epitaxy at ultra-low growth temperatures enabled by a pristine growth environment
No full textThe data set consists of the raw and analysis data. Positron annihilation lifetime spectroscopy depth profiles were measured at the positron ELBE during the PI beamtime on November 2023 (POS23203233). MBE deposited Ge layers at temperatures of 100°C - 350°C have been evaluated concerning defect microstructure. The most dominant defect, namely Ge vacancy, has been evidenced independently on the temperature conditions. The results support the main claim of the manuscript, feasibility of the low temperature growth approach to Ge
Data to "Assessment of post-SCF Methods with Localized Basis Sets for Periodic Systems using FCI-QMC"
No full textThe data contains two archives: One containing all files to calculate the FCIDUMP files in CP2K, and the remaining input and output files of the FCIQMC calculations using NECI, and a second one with all files for DFT and correlated calculations using CP2K