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Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT
Scientific workflow systems are increasingly popular for expressing and executing complex data analysis pipelines over large datasets, …
Mario Sänger, Ninon De Mecquenem, Katarzyna Ewa Lewińska, Vasilis Bountris, Fabian Lehmann, Ulf Leser, Thomas Kosch
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Validity Constraints for Data Analysis Workflows
Porting a scientific data analysis workflow (DAW) to a cluster infrastructure, a new software stack, or even only a new dataset with …
Florian Schintke, Ninon De Mecquenem, David Frantz, Vanessa Emanuela Guarino, Marcus Hilbrich, Fabian Lehmann, Rebecca Sattler, Jan Arne Sparka, Daniel Speckhard, Hermann Stolte, Anh Duc Vu, Ulf Leser
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Geoflow - Novel Workflow Implementations To Facilitate Big EO Data Workflows in Nextflow
Florian Katerndahl, Dirk Pflugmacher, Fabian Lehmann, Andreas Janz, Ulf Leser, Patrick Hostert
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