Workflow exploration and benchmarking platform in bioinformatics domain.
The Workflomics platform aims to address the challenge faced by life science researchers who work with increasingly large and complex datasets and struggle to create optimal workflows for their data analysis problems.
The platform facilitates a "Great Bake Off" of computational workflows in bioinformatics by integrating bioinformatics tools and metadata with technologies for automated workflow exploration and benchmarking. This enables a systematic and rigorous approach to the development of cutting-edge workflows, specifically in the field of proteomics, to increase scientific quality, robustness, reproducibility, FAIRness, and maintainability.
The platform currently focuses on the proteomics domain. We aim to extend the platform to additional domains, e.g., metabolomics, genomics.
Workflomics: A platform for automated generation and workflow benchmarking in bioinformatics
A command line tool and Java API for the automated exploration of possible computational pipelines (scientific workflows) from large collections of computational tools.