Projects

Finding common fragments in scientific workflows

A software metadata registry to describe scientific software in a user-friendly manner

Tracking the provenance of scientific experiments and their executions

A novel approach to data publishing that requires minimal effort from scientists

Organic Data Science Framework (ODSF) to support scientific collaborations that revolve around complex science questions that require significant coordination to synthesize multi-disciplinary findings, enticing contributors to remain engaged for extended periods of time, and continuous growth to accommodate new contributors as needed as the work evolves over time.

A Phased Performance-Based Pipeline Planner for Automated Machine Learning

In the near future, scientists will routinely use new tools to develop research papers that will document all the associated digital objects (data, software, workflows, etc.). This will make science more open, promote fair credit of scientific contributions, and facilitate reproducibility.