Fig. 1: Research lifecycle.

Most (biomedical) studies go through the stages of (1) study preparation, (2) data collection (involving sample collection and processing, and data generation), (3) computational approaches for data analyzes, modeling and/or simulations, and (4) (open-access/open-source) publication and archiving. Published research findings drive new studies. ENCORE focuses on computational reproducibility (stage 3).