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检索条件"机构=Fraunhofer Institute for Scientific Computing and Algorithms SCAI"
199 条 记 录,以下是51-60 订阅
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SYNTHETIC DATA GENERATION FOR A LONGITUDINAL COHORT STUDY - EVALUATION, METHOD EXTENSION AND REPRODUCTION OF PUBLISHED DATA ANALYSIS RESULTS
arXiv
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arXiv 2023年
作者: Kühnel, Lisa Schneider, Julian Perrar, Ines Adams, Tim Prasser, Fabian Nöthlings, Ute Fröhlich, Holger Fluck, Juliane Knowledge Management Zb Med Information Centre for Life Sciences Cologne50931 Germany Faculty of Technology Bielefeld University Bielefeld33615 Germany Institute of Nutritional and Food Sciences - Nutritional Epidemiology University of Bonn Bonn53115 Germany Department of Bioinformatics Fraunhofer Institute for Algorithms and Scientific Computing Scai Sankt Augustin53757 Germany Medical Informatics Group Berlin Institute of Health Charité - Universitätsmedizin Berlin Berlin10117 Germany Bonn-Aachen International Center for It University of Bonn Friedrich Hirzebruch-Allee 6 Bonn53115 Germany The Agricultural Faculty University of Bonn Bonn53115 Germany
Access to individual-level health data is essential for gaining new insights and advancing science. In particular, modern methods based on artificial intelligence rely on the availability of and access to large datase... 详细信息
来源: 评论
Similarity of particle systems using an invariant root mean square deviation measure
arXiv
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arXiv 2021年
作者: Bulin, Johannes Hamaekers, Jan Department of Virtual Material Design Fraunhofer Institute for Algorithms and Scientific Computing Schloss Birlinghoven Sankt Augustin53757 Germany Fraunhofer Center for Machine Learning Schloss Birlinghoven Sankt Augustin53757 Germany
Determining whether two particle systems are similar is a common problem in particle simulations. When the comparison should be invariant under permutations, orthogonal transformations, and translations of the systems... 详细信息
来源: 评论
Semantic knowledge graph embeddings for biomedical research: data integration using linked open data  15
Semantic knowledge graph embeddings for biomedical research:...
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15th International Conference on Semantic Systems, SEMPDS 2019
作者: Dörpinghaus, Jens Jacobs, Marc Fraunhofer Institute for Algorithms and Scientific Computing Schloss Birlinghoven Sankt Augustin Germany
Knowledge Graphs are becoming a key instrument for biomedical knowledge discovery and modeling. These approaches rely on structured data, e.g. about related proteins or genes, and form cause-and-effect networks or - i... 详细信息
来源: 评论
On the Trade-Off between Fidelity, Utility and Privacy of Synthetic Patient Data
SSRN
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SSRN 2024年
作者: Adams, Tim Birkenbihl, Colin Otte, Karen Ng, Hwei Geok Rieling, Jonas Adrian Näher, Anatol-Fiete Sax, Ulrich Prasser, Fabian Fröhlich, Holger Fraunhofer Institute for Algorithms and Scientific Computing Schloss Birlinghoven Sankt Augustin Germany Berlin Germany Department of Medical Informatics University Medical Center Goettingen Goettingen Germany Digital Global Public Health Hasso Plattner Institute for Digital Engineering University of Potsdam Potsdam Germany Method Development Research Infrastructure and Information Technology Robert Koch Institute Berlin Germany Bonn-Aachen International Center for IT Rheinische Friedrich-Wilhelms-Universität Bonn Bonn Germany Department of Neurology Massachusetts General Hospital Harvard Medical School Boston United States
The advancement of medical research and healthcare is increasingly dependent on the analysis of patient-level data, but privacy concerns and legal constraints often hinder data sharing. Synthetic data mimicking real p...
来源: 评论
High-order semi-Lagrangian kinetic scheme for compressible turbulence
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Physical Review E 2021年 第2期104卷 025301-025301页
作者: Dominik Wilde Andreas Krämer Dirk Reith Holger Foysi Department of Mechanical Engineering University of Siegen Paul-Bonatz-Straße 9-11 57076 Siegen-Weidenau Germany Institute of Technology Resource and Energy-efficient Engineering (TREE) Bonn-Rhein-Sieg University of Applied Sciences Grantham-Allee 20 53757 Sankt Augustin Germany Department of Mathematics and Computer Science Freie Universität Berlin Arnimallee 6 14195 Berlin Germany Fraunhofer Institute for Algorithms and Scientific Computing (SCAI) Schloss Birlinghoven 53754 Sankt Augustin Germany
Turbulent compressible flows are traditionally simulated using explicit time integrators applied to discretized versions of the Navier-Stokes equations. However, the associated Courant-Friedrichs-Lewy condition severe... 详细信息
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Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell
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Procedia CIRP 2021年 104卷 641-646页
作者: Peter Burggräf Johannes Wagner Benjamin Heinbach Fabian Steinberg Alejandro R. Pérez M. Lennart Schmallenbach Jochen Garcke Daniela Steffes-lai Moritz Wolter Chair of International Production Engineering and Management (IPEM) Universität Siegen Paul-Bonatz-Straße 9-11 57076 Siegen Germany Fraunhofer Institute for Algorithms and Scientific Computing (SCAI) Schloss Birlinghoven 1 53757 Sankt Augustin Germany Fraunhofer Center for Machine Learning Schloss Birlinghoven 1 53757 Sankt Augustin Germany Institute for Numerical Simulation Universität Bonn Endenicher Allee 19b 53115 Bonn Germany Institute for Computer Science Universität Bonn Endenicher Allee 19a 53115 Bonn Germany
Quality assurance (QA) is an important task in manufacturing to assess whether products meet their specifications. However, QA might be expensive, time-consuming, or incomplete. This paper presents a solution for pred... 详细信息
来源: 评论
SDA: Towards a novel knowledge discovery model for information systems  11
SDA: Towards a novel knowledge discovery model for informati...
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11th IADIS International Conference Information Systems 2018, IS 2018
作者: Jacobs, Marc Hodapp, Sven Dörpinghaus, Jens Fraunhofer Institute for Scientific Computing and Algorithms SCAI Sankt Augustin Germany
Here, we present a novel model for knowledge discovery in biomedical sciences which has already been used for analyzing millions of journal articles from PMC and PubMed. We decompose each scientific document into sema... 详细信息
来源: 评论
Graph based discovery in biomedical information systems connecting scientific texts with structured expert knowledge  11
Graph based discovery in biomedical information systems conn...
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11th IADIS International Conference Information Systems 2018, IS 2018
作者: Dörpinghaus, Jens Jacobs, Marc Fluck, Juliane Fraunhofer Institute for Scientific Computing and Algorithms SCAI Sankt Augustin Germany
In this poster we describe a novel approach for knowledge discovery in biomedical information systems utilizing the Biological Expression Language (BEL). This language is widely used for network-based approaches in te... 详细信息
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Resonant Solitary States in Complex Networks
arXiv
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arXiv 2024年
作者: Niehues, Jakob Yanchuk, Serhiy Berner, Rico Kurths, Jürgen Hellmann, Frank Anvari, Mehrnaz Member of the Leibniz Association P.O. Box 60 12 03 PotsdamD-14412 Germany Humboldt-Universität zu Berlin Department of Physics Newtonstraße 15 Berlin12489 Germany Technische Universität Berlin ER 3-2 Hardenbergstrasse 36a Berlin10623 Germany University College Cork School of Mathematical Sciences Western Road CorkT12 XF62 Ireland Fraunhofer Institute for Algorithms and Scientific Computing Sankt Augustin53757 Germany
Partially synchronized solitary states occur frequently when a synchronized system of networked oscillators with inertia is perturbed locally. Several asymptotic states of different frequencies can coexist at the same... 详细信息
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Sparse Grids and Applications - Miami 2016  1st ed. 2018
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丛书名: Lecture Notes in Computational Science and Engineering
2018年
作者: Jochen Garcke Dirk Pflüger Clayton G. Webster Guannan Zhang
Sparse grids are a popular tool for the numerical treatment of high-dimensional problems. Where classical numerical discretization schemes fail in more than three or four dimensions, sparse grids, in their different f...
来源: 评论