Dataset:Efficient searching of processing parameter space to enable inverse microstructural design of materials

https://doi.org/10.34863/vr58-pd46

Authors: Dung-Yi Wu ORCID logo 1, Todd Hufnagel ORCID logo 1

Author affiliations:
1:Department of Materials Science and Engineering, Johns Hopkins University, United States
*Corresponding author : hufnagel@jhu.edu

Dataset for Wu and Hufnagel, 2024 (https://doi.org/10.1016/j.actamat.2023.119562) work to accelerate materials design by use of physics-based forward models that predict properties of new materials.

NSF DMR DMREF Award #1921959

Keywords: materials science, forward model

Fig10
ItemTypeFile
02VF08GSD.csvdataFig10/02VF08GSD.csv
08VF02GSD.csvdataFig10/08VF02GSD.csv
05VF05GSD.csvdataFig10/05VF05GSD.csv
NSGA.csvdataFig10/NSGA.csv
Fig11
ItemTypeFile
mulit-exprimental.csvdataFig11/mulit-exprimental.csv
02VF08GSDcsv.csvdataFig11/02VF08GSDcsv.csv
Target.csvdataFig11/Target.csv
Initial.csvdataFig11/Initial.csv
multi-optimizted result.datdataFig11/multi-optimizted result.dat
Fig13
ItemTypeFile
EHVI-result.csvdataFig13/EHVI-result.csv
NSGA.csvdataFig13/NSGA.csv
Fig14
ItemTypeFile
NSGA-test2.csvdataFig14/NSGA-test2.csv
NSGA-test3.csvdataFig14/NSGA-test3.csv
NSGA-test1.csvdataFig14/NSGA-test1.csv
NSGA-test4.csvdataFig14/NSGA-test4.csv
NSGA-test5.csvdataFig14/NSGA-test5.csv
NSGA-test7.csvdataFig14/NSGA-test7.csv
NSGA-test6.csvdataFig14/NSGA-test6.csv
EHVI-test7.csvdataFig14/EHVI-test7.csv
EHVI-test6.csvdataFig14/EHVI-test6.csv
EHVI-test4.csvdataFig14/EHVI-test4.csv
EHVI-test5.csvdataFig14/EHVI-test5.csv
EHVI-test1.csvdataFig14/EHVI-test1.csv
EHVI-test2.csvdataFig14/EHVI-test2.csv
EHVI-test3.csvdataFig14/EHVI-test3.csv
Fig15
ItemTypeFile
GSD_uncertain
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EHVI-result.csvdataFig15/EHVI-result.csv
VF_uncertain
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20231026_VF-T1-627.4298780522785-t1-0.314673577480153-T2-100.0-t2-0.05.csvdataFig15/VF_uncertain/20231026_VF-T1-627.4298780522785-t1-0.314673577480153-T2-100.0-t2-0.05.csv
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20231026_VF-T1-606.4327224390807-t1-1.9131712260212583-T2-177.21524208199202-t2-26.75783217245148.csvdataFig15/VF_uncertain/20231026_VF-T1-606.4327224390807-t1-1.9131712260212583-T2-177.21524208199202-t2-26.75783217245148.csv
20231026_VF-T1-630.0-t1-0.3393081760770178-T2-114.35864911967175-t2-48.33626450901953.csvdataFig15/VF_uncertain/20231026_VF-T1-630.0-t1-0.3393081760770178-T2-114.35864911967175-t2-48.33626450901953.csv
20231026_VF-T1-628.2310785092991-t1-0.2680624375962321-T2-203.56699309830344-t2-0.05.csvdataFig15/VF_uncertain/20231026_VF-T1-628.2310785092991-t1-0.2680624375962321-T2-203.56699309830344-t2-0.05.csv
Fig3
ItemTypeFile
Onestep-VF.csvdataFig3/Onestep-VF.csv
Fig4
ItemTypeFile
Twostep-VF.csvdataFig4/Twostep-VF.csv
Fig5
ItemTypeFile
Candidate.datdataFig5/Candidate.dat
Target.csvdataFig5/Target.csv
Fig6
ItemTypeFile
Twostep_gsd.csvdataFig6/Twostep_gsd.csv
optimized reuslt.datdataFig6/optimized reuslt.dat
exprimental.csvdataFig6/exprimental.csv
Target.csvdataFig6/Target.csv
Initial.csvdataFig6/Initial.csv
Fig7
ItemTypeFile
Pareto_front.csvdataFig7/Pareto_front.csv
Fig9
ItemTypeFile
Pareto_front.csvdataFig9/Pareto_front.csv
NSGA.csvdataFig9/NSGA.csv
FigS2
ItemTypeFile
Simulation_result.datdataFigS2/Simulation_result.dat
Exprimental_from_image_processing.csvdataFigS2/Exprimental_from_image_processing.csv
FigS3
ItemTypeFile
Exprimental_T500_48hr.csvdataFigS3/Exprimental_T500_48hr.csv
Simulation_24hr_GSD.csvdataFigS3/Simulation_24hr_GSD.csv
Exprimental_T500_192hr.csvdataFigS3/Exprimental_T500_192hr.csv
Exprimental_T500_24hr.csvdataFigS3/Exprimental_T500_24hr.csv
Simulation_48hr_GSD.csvdataFigS3/Simulation_48hr_GSD.csv
Simulation_192hr_GSD.csvdataFigS3/Simulation_192hr_GSD.csv