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检索条件"主题词=Data-Driven computing"
30 条 记 录,以下是21-30 订阅
排序:
Efficient data structures for model-free data-driven computational mechanics
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COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2021年 382卷 113855-113855页
作者: Eggersmann, Robert Stainier, Laurent Ortiz, Michael Reese, Stefanie Rhein Westfal TH Aachen Inst Appl Mech Mies van der Rohe Str 1 D-52074 Aachen Germany Ecole Cent Nantes Inst Civil & Mech Engn 1 Rue Noe F-44321 Nantes France CALTECH Div Engn & Appl Sci Pasadena CA 91125 USA Rhein Friedrich Wilhelm Univ Bonn Hausdorff Ctr Math Endenicher Allee 62 D-53115 Bonn Germany
The data-driven computing paradigm initially introduced by Kirchdoerfer & Ortiz (2016) enables finite element computations in solid mechanics to be performed directly from material data sets, without an explicit m... 详细信息
来源: 评论
Model-free data-driven computational mechanics enhanced by tensor voting
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COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2021年 373卷 113499-113499页
作者: Eggersmann, Robert Stainier, Laurent Ortiz, Michael Reese, Stefanie Rhein Westfal TH Aachen Inst Appl Mech Mies van der Rohe Str 1 D-52074 Aachen Germany Ecole Cent Nantes Inst Civil & Mech Engn 1 Rue Noe F-44321 Nantes France CALTECH Div Engn & Appl Sci Pasadena CA 91125 USA Rhein Friedrich Wilhelm Univ Bonn Hausdorff Ctr Math Endenicher Allee 62 D-53115 Bonn Germany
The data-driven computing paradigm initially introduced by Kirchdoerfer and Ortiz (2016) is extended by incorporating locally linear tangent spaces into the data set. These tangent spaces are constructed by means of t... 详细信息
来源: 评论
Finite element solver for data-driven finite strain elasticity
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COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2021年 379卷 113756-113756页
作者: Platzer, Auriane Leygue, Adrien Stainier, Laurent Ortiz, Michael Univ Nantes Ecole Cent Nantes CNRS Inst Rech Genie Civil & Mecan GeMUMR 6183 1 Rue Noe F-44321 Nantes France CALTECH Grad Aerosp Labs 1200 E Calif Blvd Pasadena CA 91125 USA
A nominal finite element solver is proposed for data-driven finite strain elasticity. It bypasses the need for a constitutive model by considering a database of deformation gradient/first Piola-Kirchhoff stress tensor... 详细信息
来源: 评论
data-driven Approach to Inversion Analysis of Three-Dimensional Inner Soil Structure via Wave Propagation Analysis  20th
Data-Driven Approach to Inversion Analysis of Three-Dimensio...
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20th Annual International Conference on Computational Science (ICCS)
作者: Yamaguchi, Takuma Ichimura, Tsuyoshi Fujita, Kohei Hori, Muneo Wijerathne, Lalith Ueda, Naonori Univ Tokyo Earthquake Res Inst Bunkyo Ku Tokyo Japan Univ Tokyo Dept Civil Engn Bunkyo Ku Tokyo Japan Japan Agcy Marine Earth Sci & Technol Res Inst Value Added Informat Generat Yokohama Kanagawa Japan RIKEN Ctr Adv Intelligence Project Tokyo Japan
Various approaches based on both computational science and data science/machine learning have been proposed with the development of observation systems and network technologies. Computation cost associated with comput... 详细信息
来源: 评论
Model-Free data-driven inelasticity
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COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING 2019年 第Jun.15期350卷 81-99页
作者: Eggersmann, R. Kirchdoerfer, T. Reese, S. Stainier, L. Ortiz, M. Rhein Westfal TH Aachen Inst Appl Mech Mies van der Rohe Str 1 D-52074 Aachen Germany CALTECH Div Engn & Appl Sci 1200 E Calif Blvd Pasadena CA 91125 USA Ecole Cent Nantes UMR 6183 CNRS ECN UN Inst Civil & Mech Engn 1 Rue Noe F-44321 Nantes France
We extend the data-driven formulation of problems in elasticity of Kirchdoerfer and Ortiz (2016) to inelasticity. This extension differs fundamentally from data-driven problems in elasticity in that the material data ... 详细信息
来源: 评论
Mixed-integer programming formulation of a data-driven solver in computational elasticity
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OPTIMIZATION LETTERS 2019年 第7期13卷 1505-1514页
作者: Kanno, Yoshihiro Univ Tokyo Math & Informat Ctr Hongo 7-3-1 Tokyo 1138656 Japan
This paper presents a mixed-integer quadratic programming formulation of an existing data-driven approach to computational elasticity. This formulation is suitable for application of a standard mixed-integer programmi... 详细信息
来源: 评论
Simple heuristic for data-driven computational elasticity with material data involving noise and outliers: a local robust regression approach
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JAPAN JOURNAL OF INDUSTRIAL AND APPLIED MATHEMATICS 2018年 第3期35卷 1085-1101页
作者: Kanno, Yoshihiro Univ Tokyo Math & Informat Ctr Hongo 7-3-1 Tokyo 1138656 Japan
data-driven computing in applied mechanics utilizes the material data set directly, and hence is free from errors and uncertainties stemming from the conventional material modeling. For data-driven computing in elasti... 详细信息
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3D waveform oscilloscope implemented on coupled FPGA-GPU embedded system  5
3D waveform oscilloscope implemented on coupled FPGA-GPU emb...
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5th International Conference on Information Science and Control Engineering (ICISCE)
作者: Hu, Nan Zhou, Xuehai Li, Xi Wang, Chao Univ Sci & Technol China Dept Comp Sci Hefei Anhui Peoples R China
FPGA is widely adopted in computing acceleration. In recent years, the embedded GPU on mobile SoC supports OpenCL development which allows GPU to be used in the general-purpose computing. However, the study of coopera... 详细信息
来源: 评论
A constraint-driven approach to food supply chain management
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INDUSTRIAL MANAGEMENT & data SYSTEMS 2017年 第9期117卷 2115-2138页
作者: Sitek, Pawel Wikarek, Jaroslaw Nielsen, Peter Kielce Univ Technol Dept Informat Syst Kielce Poland Aalborg Univ Dept Mech & Mfg Engn Aalborg Denmark
Purpose - The purpose of this paper is the need to build a novel approach that would allow flexible modeling and solving of food supply chain management (FSCM) problems. The models developed would use the data (data-d... 详细信息
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A historical survey of algorithms and hardware architectures for neural-inspired and neuromorphic computing applications
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BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES 2017年 19卷 49-64页
作者: James, Conrad D. Aimone, James B. Miner, Nadine E. Vineyard, Craig M. Rothganger, Fredrick H. Carlson, Kristofor D. Mulder, Samuel A. Draelos, Timothy J. Faust, Aleksandra Marinella, Matthew J. Naegle, John H. Plimpton, Steven J. Sandia Natl Labs POB 5800 Albuquerque NM 87185 USA Google X Mountain View CA USA
Biological neural networks continue to inspire new developments in algorithms and microelectronic hardware to solve challenging data processing and classification problems. Here, we survey the history of neural-inspir... 详细信息
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