RADAR Research Data Archive FIZ Karlsruhe
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CASENT0745278-OUTGROUP_Mymaridae.sp.
Processed micro-tomographic scan of the ant OUTGROUP_Mymaridae sp , scanned at KIT Light Source. This dataset is part of the open-source digitization project ‘Antscan’, with a database consisting of thousands of scanned ethanol-preserved ant samples from museums and personal collections worldwide
Geometric imperfection data for a tow-steered composite cylindrical shell
This dataset on geometric imperfections of a VAT composite cylindrical shell is linked to the paper:
Fina, M. and Bisagni, C. (2025). Buckling design optimization of tow-steered composite panels and cylindrical shells considering aleatory and epistemic uncertainties. Computational Mechanics.
DOI: https://doi.org/10.1007/s00466-024-02589-8This data repository contains the Fourier coefficients of measured geometric imperfections for a tow-steered composite cylindrical shell, manufactured by the Dutch National Aerospace Laboratory (NLR). Geometric imperfection measurements were obtained using a Digital Image Correlation (DIC) system. The measured geometric radial deviations are represented as a half-wave cosine Fourier series. The corresponding Fourier coefficients A and B are provided in CSV file format
Interface reconstruction of adhering droplets for distortion correction using glare points and deep learning (research data)
The flow within adhering droplets subjected to external shear flows has a significant influence on the stability and eventual detachment of the droplets from the surface.
Most commonly, the velocity field inside adhering droplets is measured by means of particle image velocimetry (PIV), which requires a correction step to account for the distortion caused by the refraction of light at the curved gas-liquid interface.
Current methods for distortion correction based on ray tracing are limited to low external flow velocities, for which the deformation of the droplet is insignificant and axisymmetry can be assumed.
However, the ray-tracing method can be extended straightforwardly to arbitrarily deformed droplet shapes if the instantaneous three-dimensional droplet interface could be obtained.
In the present work, a previously introduced method for the image-based reconstruction of gas-liquid interfaces by means of deep learning is adapted to determine the instantaneous interface of adhering droplets in external shear flows.
In this regard, a purposefully developed optical measurement technique based on the shadowgraphy method is employed that encodes additional three-dimensional (3D) information of the interface in the images via glare points from lateral light sources.
On the basis of the images recorded in the experiments, the volumetric shape of the droplet is reconstructed by a neural network that was trained on the spatio-temporal dynamics of the gas-liquid interface from a synthetic dataset obtained by numerical simulation.
The results for experiments with adhering droplets at different velocities of external flow demonstrate that the combination of the learned droplet geometry with the depth encoding through the glare points facilitates a robust and flexible reconstruction.
The proposed method reconstructs the instantaneous three-dimensional interface of adhering droplets at both high resolution and spatial accuracy and thereby enables the distortion correction of PIV measurements at high external flow velocities.This repository contains the supplementary data to our article "Interface reconstruction of adhering droplets for distortion correction using glare points and deep learning".
The dataset consists of raw and processed images obtained in experiments with adhering droplets subject to external shear flows through a shadowgraphy method with additional color-coded glare points. The raw images are saved in the uncompressed file format .tif and processed images are saved as .png.
The weights of the neural networks for the reconstruction of the droplets gas-liquid interface trained on the aforementioned data are contained in this repository as well.
The code repository for the neural network training and evaluation, including documentation on how to deploy the trained neural networks on the measurement data can be found on GitHub (https://github.com/MaxDreisbach/Droplet-PIFu
Agricola, Franciscus
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Binz, Carl (Historiker) (Bonn)
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Blumblacher, Christoph Andreas
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Brückner, Wilhelm Hieronymus
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Hexen und Magier in der Kunst des Hieronymus Bosch
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Jean Calvin und die Hexenverfolgung
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts
Dürer, Albrecht
Das Fachportal "Hexenforschung" erschien zwischen 1996 und 2015 als Angebot des Servers für die Frühe Neuzeit bzw. Historicum.net, das von der Bayerischen Staatsbibliothek betrieben wird. Ein wichtiges Kernangebot dieses von Redakteuren inhaltlich verantworteten Portals war das "Lexikon zur Geschichte der Hexenverfolgung". Die knapp 350 Artikel der Fachwissenschaftler und Fachwissenschaftlerinnen werden hier zum Zweck der Langzeitarchivierung für die Wissenschafts-Community in den damaligen Textfassungen angeboten. Sie versammeln neben Sachartikeln vor allem Ortsartikel zu einzelnen Hexenverfolgungen sowie Personenartikel zu Opfern oder Akteuren der Hexenverfolgung.The specialist portal ‘Witch Research’ was published between 1996 and 2015 as part of the Server for the Early Modern Period and Historicum.net, which is operated by the Bavarian State Library. An important core offering of this portal, for which editors were responsible for the content, was the ‘Lexikon zur Geschichte der Hexenverfolgung’ (Lexicon on the History of the Persecution of Witches). The nearly 350 articles by specialist academics are offered here in their original versions for the purpose of long-term archiving for the scientific community. In addition to articles on topics, they mainly include articles on places related to individual witch hunts, as well as articles on people who were victims or involved in witch hunts