Version v.1.0.0

Benchmarking in silico dataset for mammalian cell cultures

Helleckes, Laura;Polak, Jakub;Wirnsperger, Claus;Butte, Alessandro;von Stosch, Moritz

Description

Dataset used for benchmarking in the publication "Calibration design for pharmaceutical bioprocesses: A novelapproach for knowledge transfer in Design of Experiments". The dataset contain the same data in three formats: .csv as plain data format, .xlsx with additional metadata as required for DataHowLab, as well as plots in .pdf. Data marked with "fixed" is simulated without measurement noise, "noisy" indicates data corruption as explained in the paper. More details can be found in the main manuscript.

Citations (0)

Mentions (0)

Metrics

Dataset Index

1.2

FAIR Score

77%

Citations

2

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

MIT License

Assigned Domain

Subfield

Sociology and Political Science

Field

Social Sciences

Domain

Social Sciences

Confidence Score

46%

Source

Scholar Data Model

Keywords

Machine LearningCell cultureinsilicoprocess datahybrid modelingknowledge transferbioprocess development

Normalization Factors

FT

51.92

CTw

1.00

MTw

1.00