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检索条件"机构=Fraunhofer Institute for Scientific Computing and Algorithms SCAI"
201 条 记 录,以下是101-110 订阅
排序:
A knowledge-based surrogate modeling approach for cup drawing with limited data
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IOP Conference Series: Materials Science and Engineering 2019年 第1期651卷
作者: L Morand D Helm R Iza-Teran J Garcke Fraunhofer Institute for Mechanics of Materials IWM Wöhlerstraße 11 Freiburg 79108 Germany Fraunhofer Center for Machine Learning and Institute for Algorithms and Scientific Computing SCAI Schloss Birlinghoven Sankt Augustin 53754 Germany Institute for Numerical Simulations University of Bonn Endenicher Allee 19b Bonn 53115 Germany
To predict the quality of a process outcome with given process parameters in real-time, surrogate models are often adopted. A surrogate model is a statistical model that interpolates between data points obtained eithe...
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The octet rule in chemical space: generating virtual molecules
arXiv
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arXiv 2017年
作者: Hamaekers, Rafel Maaß, Astrid Hamaekers, Jan Fraunhofer Institute Algorithms and Scientific Computing SCAI Schloss Birlinghoven Sankt AugustinD-53754 Germany
We present a generator of virtual molecules that selects valid chem- istry on the basis of the octet rule. Also, we introduce a mesomer group key that allows a fast detection of duplicates in the generated *** to exis... 详细信息
来源: 评论
DARE: A Reflective Platform Designed to Enable Agile Data-Driven Research on the Cloud
DARE: A Reflective Platform Designed to Enable Agile Data-Dr...
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IEEE International Conference on e-Science and Grid computing
作者: Iraklis Klampanos Athanasios Davvetas André Gemünd Malcolm Atkinson Antonios Koukourikos Rosa Filgueira Amrey Krause Alessandro Spinuso Angelos Charalambidis Federica Magnoni Emanuele Casarotti Christian Pagé Mike Lindner Andreas Ikonomopoulos Vangelis Karkaletsis Institute of Informatics and Telecommunications NCSR "Demokritos" Greece Fraunhofer Institute for Algorithms and Scientific Computing School of Informatics The University of Edinburgh UK NCSR "Demokritos" EPCC The University of Edinburgh UK Koninklijk Nederlands Meteorologisch Instituut (KNMI) The Netherlands Istituto Nazionale Geofisica e Vulcanologia (INGV) Italy Centre Européen de Recherche et de Formation Avancée en Calcul Scientifique Karlsruher Institut f??r Technologie (KIT) Germany Institute of Nuclear & Radiological Sciences and Technology Energy & Safety NCSR "Demokritos" Greece
The DARE platform has been designed to help research developers deliver user-facing applications and solutions over diverse underlying e-infrastructures, data and computational contexts. The platform is Cloud-ready, a...
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Kernel-based stochastic collocation for the random two-phase navier-stokes equations
arXiv
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arXiv 2018年
作者: Griebel, M. Rieger, C. Zaspel, P. Institute for Numerical Simulation Bonn University Endenicher Allee 19b BonnD-53115 Fraunhofer Institute for Algorithms and Scientific Computing Scai Schloss Birlinghoven Sankt AugustinD-53754 Department of Mathematics Rwth Aachen University Schinkelstr. 2 AachenD-52062 Department of Mathematics and Computer Science University of Basel Spiegelgasse 1 Basel4051
In this work, we apply stochastic collocation methods with radial kernel basis functions for an uncertainty quantification of the random incompressible two-phase Navier-Stokes equations. Our approach is non-intrusive ... 详细信息
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Sparse Grids and Applications - Munich 2012
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2016年
作者: Jochen Garcke Dirk Pflger
Sparse grids have gained increasing interest in recent years for the numerical treatment of high-dimensional problems. Whereas classical numerical discretization schemes fail in more than three or four dimensions, spa...
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Orbital-enriched flat-top partition of unity method for the Schrödinger eigenproblem
arXiv
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arXiv 2018年
作者: Albrecht, Clelia Klaar, Constanze Pask, John Ernest Schweitzer, Marc Alexander Sukumar, N. Ziegenhagel, Albert Fraunhofer Institute for Algorithms and Scientific Computing SCAI Schloss Birlinghoven Sankt Augustin53757 Germany Physics Division Lawrence Livermore National Laboratory 7000 East Avenue LivermoreCA94550 United States Institute for Numerical Simulation Rheinische Friedrich-Wilhelms-Universität Wegelerstr. 6 Bonn53115 Germany Department of Civil and Environmental Engineering University of California DavisCA95616 United States
Quantum mechanical calculations require the repeated solution of a Schrödinger equation for the wavefunctions of the system, from which materials properties follow. Recent work has shown the effectiveness of enri... 详细信息
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ATK-ForceField: A new generation molecular dynamics software package
arXiv
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arXiv 2017年
作者: Schneider, Julian Hamaekers, Jan Chill, Samuel T. Smidstrup, Søren Bulin, Johannes Thesen, Ralph Blom, Anders Stokbro, Kurt QuantumWise A/S Fruebjergvej 3 CopenhagenDK-2100 Denmark Fraunhofer Institute for Algorithms and Scientific Computing SCAI Schloss Birlinghoven Sankt Augustin53754 Germany
ATK-ForceField is a software package for atomistic simulations using classical interatomic potentials. It is implemented as a part of the Atomistix ToolKit (ATK), which is a Python programming environment that makes i... 详细信息
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A representer theorem for deep kernel learning
arXiv
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arXiv 2017年
作者: Bohn, Bastian Griebel, Michael Rieger, Christian Institute for Numerical Simulation University of Bonn Wegelerstr. 6 Bonn53115 Germany Fraunhofer Institute for Algorithms and Scientific Computing SCAI Schloss Birlinghoven Sankt Augustin53754 Germany
In this paper we provide a finite-sample and an infinite-sample representer theorem for the concatenation of (linear combinations of) kernel functions of reproducing kernel Hilbert spaces. These results serve as mathe... 详细信息
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Benchmark gas distribution network for cross-sectoral applications
Benchmark gas distribution network for cross-sectoral applic...
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International Energy and Sustainability Conference (IESC)
作者: Christian Brosig Silvan Fassbender Eberhard Waffenschmidt Sebastian Janocha Bernhard Klaassen Cologne Institute of Renewable Energy (ClRE) Cologne University of Applied Sciences Cologne Germany Rheinische NETZGesellschaft mbH (RNG) Cologne Germany Fraunhofer Institute for Algorithms and Scientific Computing SCAI Sankt Augustin Germany
Cross-sectoral coupling of energy systems could provide the necessary flexibility for future energy systems with a high share of renewable energies. The gas grid implies large storage capacities and thus promises an e... 详细信息
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Static spherically symmetric solutions of Einstein field equations with radial dark matter
arXiv
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arXiv 2017年
作者: Nikitin, Igor Department of High Performance Analytics Fraunhofer Institute for Algorithms and Scientific Computing Schloss Birlinghoven Sankt Augustin53757 Germany
We study a static spherically symmetric problem with a black hole and radially directed geodesic flows of dark matter. The obtained solutions have the following properties. At large distances, the gravitational field ... 详细信息
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