Replication Data for: Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework (doi:10.18419/darus-1779)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description

Citation

Title:

Replication Data for: Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework

Identification Number:

doi:10.18419/darus-1779

Distributor:

DaRUS

Date of Distribution:

2022-03-29

Version:

1

Bibliographic Citation:

Holzmüller, David, 2022, "Replication Data for: Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework", https://doi.org/10.18419/darus-1779, DaRUS, V1, UNF:6:aIyuHfDcWPT9LJvtkCge9w== [fileUNF]

Study Description

Citation

Title:

Replication Data for: Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework

Identification Number:

doi:10.18419/darus-1779

Authoring Entity:

Holzmüller, David (Universität Stuttgart)

Grant Number:

EXC 2075 - 390740016

Distributor:

DaRUS

Access Authority:

Holzmüller, David

Access Authority:

Pflüger, Dirk

Depositor:

Holzmüller, David

Date of Deposit:

2021-03-31

Holdings Information:

https://doi.org/10.18419/darus-1779

Study Scope

Keywords:

Computer and Information Science, Mathematical Sciences, Sparse Grids, Unidirectional Principle, Tensor Products

Abstract:

This dataset contains supplementary code for the paper <a href=https://doi.org/10.1007/978-3-030-81362-8_4>Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework</a>. The code is also provided on <a href=https://github.com/dholzmueller/fast_sparse_interpolation>GitHub</a>. Here, we additionally provide the runtime measurement data generated by the code, which was used to generate the runtime plot in the paper. For more details, we refer to the file <em><a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=103434">README.md</a></em>.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

David Holzmüller and Dirk Pflüger. Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework. Sparse Grids and Applications - Munich 2018 (2021).

Identification Number:

10.1007/978-3-030-81362-8_4

Bibliographic Citation:

David Holzmüller and Dirk Pflüger. Fast Sparse Grid Operations using the Unidirectional Principle: A Generalized and Unified Framework. Sparse Grids and Applications - Munich 2018 (2021).

File Description--f55889

File: performance_data.tab

  • Number of cases: 79

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:aIyuHfDcWPT9LJvtkCge9w==

Variable Description

List of Variables:

Variables

2

f55889 Location:

Summary Statistics: StDev 14.823553807524796; Max. 64.0; Min. 2.0; Mean 11.92405063291138; Valid 79.0

Variable Format: numeric

Notes: UNF:6:5FIYn+btJyyRusEVByx43g==

1

f55889 Location:

Summary Statistics: StDev 188.04527464537813; Min. 1.0; Valid 79.0; Max. 1234.0; Mean 69.11392405063297;

Variable Format: numeric

Notes: UNF:6:nYJaP4tCuyfEap7Y7KJoDw==

3

f55889 Location:

Summary Statistics: StDev 1.1104205661078509E7; Max. 6.7863915E7; Mean 3818653.5949367066; Min. 5.0; Valid 79.0;

Variable Format: numeric

Notes: UNF:6:wa5ynugTc01tnscL75WaXQ==

1.688e-06

f55889 Location:

Summary Statistics: Valid 79.0; Max. 7.20297; StDev 1.3633311986166212; Min. 1.963E-6; Mean 0.5111857622531646;

Variable Format: numeric

Notes: UNF:6:4H9mhaLAa1xqCyIDUSzWzg==

Other Study-Related Materials

Label:

CMakeLists.txt

Notes:

text/plain

Other Study-Related Materials

Label:

README.md

Notes:

text/markdown

Other Study-Related Materials

Label:

Interpolation.hpp

Notes:

text/x-c++hdr

Other Study-Related Materials

Label:

Iterators.hpp

Notes:

text/x-c++hdr

Other Study-Related Materials

Label:

common.hpp

Notes:

text/x-c++hdr

Other Study-Related Materials

Label:

main.cpp

Notes:

text/x-c++src

Other Study-Related Materials

Label:

performance.cpp

Notes:

text/x-c++src

Other Study-Related Materials

Label:

surf_plot.py

Notes:

text/x-python

Other Study-Related Materials

Label:

tex_head.txt

Notes:

text/plain

Other Study-Related Materials

Label:

tex_line_plot.py

Notes:

text/x-python

Other Study-Related Materials

Label:

tex_tail.txt

Notes:

text/plain