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This is the Data Repository of the University of Stuttgart.

SFB 1313 "Interface-Driven Multi-Field Processes in Porous Media"

SFB 1333 "Molecular heterogeneous catalysis in confined geometries"

Institute of Biochemistry

Institute of Applied Mechanics (MIB)

Institute of Thermodynamics and Thermal Process Engineering

Stuttgart Center for Simulation Science (SC SimTech)

Cluster of Excellence Integrative Computational Design and Construction for Transformative Architecture (EXC IntCDC)

SFB/Transregio 161 "Quantitative Methods for Visual Computing"

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189,441 to 189,450 of 190,042 Results

ANN_params_MSE.xlsx Jul 21, 2020 - Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System MS Excel Spreadsheet - 18.5 KB - MD5: ed241c309250b1d17eb682b750fa1244 ANN parameters for the regularization method "MSE"
README.md Jul 21, 2020 - Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System Markdown Text - 3.0 KB - MD5: 3aa442599a974dcf6b70ad2c45da506c README file explaining how the data is formatted
io_data.mat Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System MATLAB Data - 493.4 MB - MD5: 4368b82d61d591e5e7b76228741d13ae This .mat file contains unprocessed input-output data pairs needed to train, validate, and test the ANN.
noisy_data.mat Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System MATLAB Data - 93.0 MB - MD5: 5969cb06f84d4ed2348759c6091666eb This .mat file contains processed input-output data pairs needed to train, validate, and test the ANN.
README.md Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System Markdown Text - 5.8 KB - MD5: 8feed08cd30f2e759181799d8ed814e1 README file explaining how the data is formatted
run_script.sh Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System Shell Script - 5.2 MB - MD5: 92f8320c9a0e19c57b61ba939e14a1df An automated script to run all samples in DuMuX for reproduction of the input-output data contained in the 'io_data.mat' and 'noisy_data.mat'. Before running, the path to the DuMuX executables needs to be adjusted accordingly.
Data Management Plan.docx Jul 8, 2020 - SFB/Transregio 161 Data Management Plan 2019-2023 MS Word - 153.3 KB - MD5: 2fa6460bf44e5879403a7f94f8d952a4 Source Original source document
Data Management Plan.pdf Jul 8, 2020 - SFB/Transregio 161 Data Management Plan 2019-2023 Adobe PDF - 516.1 KB - MD5: 743f7ce4d555e7dfa10876971aad21bc Data Management Plan of SFB/Transregio 161 for the second funding period.
FLP_TM_HK_2020-06.tar.bz2 Jul 7, 2020 - FLP Telemetry Data Bzip Archive - 43.0 MB - MD5: 855d3ed1f4872eca0c0d5add490973a9
FLP_TM_HK_2020-04.tar.bz2 Jun 23, 2020 - FLP Telemetry Data Bzip Archive - 42.8 MB - MD5: 97e4b3a13e1652b8c0c7ae6057371ce0

ANN_params_MSE.xlsx

Jul 21, 2020 - Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System

MS Excel Spreadsheet - 18.5 KB -

ANN parameters for the regularization method "MSE"

README.md

Jul 21, 2020 - Trained ANN Parameters for Physics-inspired Artificial Neural Network for Dynamic System

Markdown Text - 3.0 KB -

README file explaining how the data is formatted

io_data.mat

Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System

MATLAB Data - 493.4 MB -

This .mat file contains unprocessed input-output data pairs needed to train, validate, and test the ANN.

noisy_data.mat

Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System

MATLAB Data - 93.0 MB -

This .mat file contains processed input-output data pairs needed to train, validate, and test the ANN.

README.md

Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System

Markdown Text - 5.8 KB -

README file explaining how the data is formatted

run_script.sh

Jul 21, 2020 - Input-Output Dataset for Physics-inspired Artificial Neural Network for Dynamic System

Shell Script - 5.2 MB -

An automated script to run all samples in DuMuX for reproduction of the input-output data contained in the 'io_data.mat' and 'noisy_data.mat'. Before running, the path to the DuMuX executables needs to be adjusted accordingly.

Data Management Plan.docx

Jul 8, 2020 - SFB/Transregio 161 Data Management Plan 2019-2023

MS Word - 153.3 KB -

Source

Original source document

Data Management Plan.pdf

Jul 8, 2020 - SFB/Transregio 161 Data Management Plan 2019-2023

Adobe PDF - 516.1 KB -

Data Management Plan of SFB/Transregio 161 for the second funding period.

FLP_TM_HK_2020-06.tar.bz2

Jul 7, 2020 - FLP Telemetry Data

Bzip Archive - 43.0 MB -

FLP_TM_HK_2020-04.tar.bz2

Jun 23, 2020 - FLP Telemetry Data

Bzip Archive - 42.8 MB -

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