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Part 1: Document Description
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Citation |
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Title: |
Experimental Data and Models for "Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization" |
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Identification Number: |
doi:10.18419/darus-3550 |
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Distributor: |
DaRUS |
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Date of Distribution: |
2023-07-01 |
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Version: |
1 |
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Bibliographic Citation: |
Huber, Felix; Bürkner, Paul-Christian; Göddeke, Dominik; Schulte, Miriam, 2023, "Experimental Data and Models for "Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization"", https://doi.org/10.18419/darus-3550, DaRUS, V1, UNF:6:QWTNrKTVYgetwfCBQfeWvw== [fileUNF] |
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Citation |
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Title: |
Experimental Data and Models for "Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization" |
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Identification Number: |
doi:10.18419/darus-3550 |
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Authoring Entity: |
Huber, Felix (Universität Stuttgart) |
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Bürkner, Paul-Christian (Universität Stuttgart) |
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Göddeke, Dominik (Universität Stuttgart) |
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Schulte, Miriam (Universität Stuttgart) |
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Grant Number: |
EXC 2075 - 390740016 |
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Distributor: |
DaRUS |
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Access Authority: |
Schulte, Miriam |
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Access Authority: |
Göddeke, Dominik |
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Access Authority: |
Huber, Felix |
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Depositor: |
Huber, Felix |
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Date of Deposit: |
2023-06-12 |
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Holdings Information: |
https://doi.org/10.18419/darus-3550 |
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Study Scope |
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Keywords: |
Computer and Information Science, Mathematical Sciences, Bayesian Optimization, Constrained Optimization, Numerical Simulation, Bayesian Modeling, Multi-Scale Simulation, Time Integration Error, Skeletal Muscle Simulation |
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Abstract: |
<p>These files contain the data for the OpenDiHu experiments in sections 5.1.3 and 5.2.<br> The settings used for the OpenDiHu simulations are in the <code>opendihu/</code> folder.<br> The simulation data is in the <code>data/</code> folder and the used stan models are in the <code>models/</code> folder.</p> For more details see <a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=239645"><code>README.md</code></a>. |
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Methodology and Processing |
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Sources Statement |
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Data Access |
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Other Study Description Materials |
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Related Publications |
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Citation |
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Title: |
Huber, Felix; Bürkner, Paul-Christian; Göddeke, Dominik; Schulte, Miriam Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization Computational Mechanics (submitted) |
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Bibliographic Citation: |
Huber, Felix; Bürkner, Paul-Christian; Göddeke, Dominik; Schulte, Miriam Knowledge-Based Modeling of Simulation Behavior for Bayesian Optimization Computational Mechanics (submitted) |
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File Description--f239648 |
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File: CN.tab |
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Notes: |
UNF:6:r1VmlSp0sWOV3KTLO6KM1Q== |
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File Description--f239649 |
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File: IE.tab |
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Notes: |
UNF:6:F3ZKXjb34OXlR7Byp7eTWg== |
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File Description--f239642 |
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File: scaled.tab |
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Notes: |
UNF:6:FfvXSS6Z9+31H9ZsrSlgSw== |
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List of Variables: |
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Variables |
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f239648 Location: |
Summary Statistics: StDev 4.330127018922194; Max. 14.0; Valid 225.0; Min. 0.0; Mean 7.0; Variable Format: numeric Notes: UNF:6:+bvgFdR/OELKPRROxWFxPQ== |
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f239648 Location: |
Summary Statistics: StDev 4.330127018922194; Min. 0.0; Max. 14.0; Valid 225.0; Mean 7.0 Variable Format: numeric Notes: UNF:6:AU0sZa3dn/kKtWENIJy3NQ== |
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f239648 Location: |
Summary Statistics: Valid 225.0; Min. 1.4480573552344995E-7; Max. 0.001655934458865578; Mean 2.2319609230743513E-4; StDev 4.537596971744194E-4 Variable Format: numeric Notes: UNF:6:stH2RwLE7lKWf7P/wqMU/A== |
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f239648 Location: |
Summary Statistics: StDev 7.338258339979979; Mean 6.561066666666667; Valid 225.0; Min. 2.22; Max. 38.62 Variable Format: numeric Notes: UNF:6:Wv2kIluEQcZF1nBrzBPKxA== |
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f239648 Location: |
Summary Statistics: Mean 2.362706070222222; Valid 225.0; Min. 2.1991780899999993; StDev 0.20979723222368382; Max. 4.438359999999998; Variable Format: numeric Notes: UNF:6:KThOZNpqIABhV5YJKCbpVg== |
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f239648 Location: |
Summary Statistics: Max. 34.18164; Min. 0.0034582099999999998; StDev 7.205379484622193; Valid 225.0; Mean 4.198360596444445 Variable Format: numeric Notes: UNF:6:eU+e25Q0Ro5UtSRIJIB5MQ== |
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f239648 Location: |
Summary Statistics: Mean 422.1987657146668; Max. 3422.6023600000003; StDev 720.6690168835098; Min. 2.63236279; Valid 225.0 Variable Format: numeric Notes: UNF:6:RaDPyDdXsiDpWHdmTvuSJA== |
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f239649 Location: |
Summary Statistics: Min. 0.0; Mean 7.0; Valid 225.0; StDev 4.330127018922194; Max. 14.0 Variable Format: numeric Notes: UNF:6:+bvgFdR/OELKPRROxWFxPQ== |
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f239649 Location: |
Summary Statistics: Mean 7.0; Min. 0.0; StDev 4.330127018922194; Max. 14.0; Valid 225.0 Variable Format: numeric Notes: UNF:6:AU0sZa3dn/kKtWENIJy3NQ== |
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f239649 Location: |
Summary Statistics: Max. 0.049721124561786165; StDev 0.013260472965415663; Valid 225.0; Mean 0.00677551857063354; Min. 2.9677761064511396E-6 Variable Format: numeric Notes: UNF:6:H3YuMld4NQG7VGmurGdt+w== |
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f239649 Location: |
Summary Statistics: Mean 6.493066666666667; Max. 37.41; Min. 2.2099999999999995; Valid 225.0; StDev 7.182422984520712; Variable Format: numeric Notes: UNF:6:Ov4Kf8McWS7fusNaxYII5g== |
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f239649 Location: |
Summary Statistics: StDev 0.21680478805224496; Mean 2.3761093144888887; Valid 225.0; Min. 2.1727229999999995; Max. 4.438349999999995 Variable Format: numeric Notes: UNF:6:+/ZHFtKNNUfDldsWGDJgtg== |
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f239649 Location: |
Summary Statistics: Mean 4.116957352177778; Max. 32.971650000000004; Valid 225.0; StDev 7.057108238777767; Min. 0.00378858 Variable Format: numeric Notes: UNF:6:XjRwnL5gKXPNSgRInjsy9A== |
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f239649 Location: |
Summary Statistics: Mean 414.0718445322666; StDev 705.8339435266831; Max. 3301.6033500000003; Valid 225.0; Min. 2.72506942 Variable Format: numeric Notes: UNF:6:5NKt00X2eYkQXPXFaynBGw== |
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f239642 Location: |
Summary Statistics: Mean 7.0; Valid 225.0; StDev 4.330127018922194; Max. 14.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:+bvgFdR/OELKPRROxWFxPQ== |
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f239642 Location: |
Summary Statistics: Min. 0.0; Valid 225.0; StDev 4.330127018922194; Mean 7.0; Max. 14.0 Variable Format: numeric Notes: UNF:6:AU0sZa3dn/kKtWENIJy3NQ== |
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f239642 Location: |
Summary Statistics: Mean 0.0013004485231252088; StDev 0.004137023393084734; Valid 225.0; Max. 0.026375536077914107; Min. 7.798700444184117E-9; Variable Format: numeric Notes: UNF:6:xQuGZhAcUgyO/ygxDUx33Q== |
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f239642 Location: |
Summary Statistics: Max. 5511.994369675993; StDev 793.0888452597418; Min. 1.5132463601083626; Mean 426.3726169454958; Valid 225.0 Variable Format: numeric Notes: UNF:6:RGidtJ60YPORNm7YTVZzyQ== |
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f239642 Location: |
Summary Statistics: Mean 0.006519046223181946; StDev 0.011639002013786948; Max. 0.04193624939283092; Valid 225.0; Min. 2.7465751448187456E-6 Variable Format: numeric Notes: UNF:6:wOio0p3jEPghH2yW90Y5EA== |
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f239642 Location: |
Summary Statistics: Min. 1.447863066729997; StDev 696.2666235430229; Mean 397.9806622376351; Max. 4998.711614964488; Valid 225.0; Variable Format: numeric Notes: UNF:6:FX4EWO4vGDUrlnIthpz57A== |
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Label: |
README.md |
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Notes: |
text/markdown |
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Label: |
1D_sq_g_c_fix.fit.stan |
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Notes: |
application/octet-stream |
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1D_sq_g_c_fix.gq-pw.stan |
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application/octet-stream |
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1D_sq_g_c_fix.gq.stan |
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application/octet-stream |
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1D_sq_g_lc_fix.fit.stan |
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Notes: |
application/octet-stream |
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Label: |
1D_sq_g_lc_fix.gq-pw.stan |
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Notes: |
application/octet-stream |
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Label: |
1D_sq_g_lc_fix.gq.stan |
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Notes: |
application/octet-stream |
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2D_inv_g_lc_fix.fit.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_inv_g_lc_fix.gq-pw.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_inv_g_lc_fix.gq.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_inv_g_lc_full.mle.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_lsqm-0_g_lc_fix.fit.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_lsqm-0_g_lc_fix.gq-pw.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_lsqm-0_g_lc_fix.gq.stan |
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Notes: |
application/octet-stream |
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2D_lsqm-0_g_lc_full.mle.stan |
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application/octet-stream |
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Label: |
2D_sqm-0_g_lc_fix.fit.stan |
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Notes: |
application/octet-stream |
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Label: |
2D_sqm-0_g_lc_fix.gq-pw.stan |
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Notes: |
application/octet-stream |
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2D_sqm-0_g_lc_fix.gq.stan |
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Notes: |
application/octet-stream |
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2D_sqm-0_g_lc_full.mle.stan |
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application/octet-stream |
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gp.stan |
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Notes: |
application/octet-stream |
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Label: |
gp_g.stan |
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Notes: |
application/octet-stream |
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Label: |
kernel_g.stan |
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Notes: |
application/octet-stream |
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Label: |
fibre_0_0D_0000350.npz |
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Notes: |
application/octet-stream |
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Label: |
settings_multiple_fibers.py |
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Notes: |
text/x-python |